深度強化學習實驗室

來源：ICLR2021

編輯：DeepRL

[1]. What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study

平均得分: 8

得分: ['7', '9', '9', '7']

論文鏈接: https://openreview.net/forum?id=nIAxjsniDzg

[2]. Invariant Representations for Reinforcement Learning without Reconstruction

平均得分: 7.67

得分: ['9', '7', '7']

論文鏈接: https://openreview.net/forum?id=-2FCwDKRREu

[3]. Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic

平均得分: 7.5

得分: ['7', '9', '7', '7']

論文鏈接: https://openreview.net/forum?id=LmUJqB1Cz8

[4]. Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients

平均得分: 7.5

得分: ['9', '5', '8', '8']

論文鏈接: https://openreview.net/forum?id=m5Qsh0kBQG

[5]. Parrot: Data-Driven Behavioral Priors for Reinforcement Learning

平均得分: 7.5

得分: ['8', '7', '6', '9']

論文鏈接: https://openreview.net/forum?id=Ysuv-WOFeKR

[6]. Evolving Reinforcement Learning Algorithms

平均得分: 7.33

得分: ['9', '6', '7']

論文鏈接: https://openreview.net/forum?id=0XXpJ4OtjW

[7]. Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime

平均得分: 7

得分: ['7', '7', '7', '7']

論文鏈接: https://openreview.net/forum?id=bB2drc7DPuB

[8]. Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy

平均得分: 7

得分: ['8', '8', '7', '5']

論文鏈接: https://openreview.net/forum?id=pqZV_srUVmK

[9]. UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers

平均得分: 7

得分: ['7', '9', '5']

論文鏈接: https://openreview.net/forum?id=v9c7hr9ADKx

[10]. Regularized Inverse Reinforcement Learning

平均得分: 6.8

得分: ['6', '6', '7', '8', '7']

論文鏈接: https://openreview.net/forum?id=HgLO8yalfwc

[11]. Randomized Ensembled Double Q-Learning: Learning Fast Without a Model

平均得分: 6.75

得分: ['6', '7', '7', '7']

論文鏈接: https://openreview.net/forum?id=AY8zfZm0tDd

[12]. Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization

平均得分: 6.75

得分: ['8', '7', '5', '7']

論文鏈接: https://openreview.net/forum?id=3hGNqpI4WS

[13]. Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels

平均得分: 6.75

得分: ['7', '6', '7', '7']

論文鏈接: https://openreview.net/forum?id=GY6-6sTvGaf

[14]. Support-set bottlenecks for video-text representation learning

平均得分: 6.75

得分: ['6', '9', '7', '5']

論文鏈接: https://openreview.net/forum?id=EqoXe2zmhrh

[15]. A Sharp Analysis of Model-based Reinforcement Learning with Self-Play

平均得分: 6.75

得分: ['4', '7', '8', '8']

論文鏈接: https://openreview.net/forum?id=9Y7_c5ZAd5i

[16]. RODE: Learning Roles to Decompose Multi-Agent Tasks

平均得分: 6.67

得分: ['8', '6', '6']

論文鏈接: https://openreview.net/forum?id=TTUVg6vkNjK

[17]. Text Generation by Learning from Off-Policy Demonstrations

平均得分: 6.6

得分: ['7', '7', '7', '5', '7']

論文鏈接: https://openreview.net/forum?id=RovX-uQ1Hua

[18]. Robust Reinforcement Learning on State Observations with Learned Optimal Adversary

平均得分: 6.5

得分: ['5', '7', '7', '7']

論文鏈接: https://openreview.net/forum?id=sCZbhBvqQaU

[19]. Self-supervised Visual Reinforcement Learning with Object-centric Representations

平均得分: 6.5

得分: ['7', '6', '4', '9']

論文鏈接: https://openreview.net/forum?id=xppLmXCbOw1

[20]. On Effective Parallelization of Monte Carlo Tree Search

平均得分: 6.5

得分: ['6', '6', '7', '7']

論文鏈接: https://openreview.net/forum?id=_FXqMj7T0QQ

[21]. Non-asymptotic Confidence Intervals of Off-policy Evaluation: ?Primal and Dual Bounds

平均得分: 6.5

得分: ['6', '5', '8', '7']

論文鏈接: https://openreview.net/forum?id=dKg5D1Z1Lm

[22]. Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation

平均得分: 6.5

得分: ['5', '6', '7', '8']

論文鏈接: https://openreview.net/forum?id=uR9LaO_QxF

[23]. Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning

平均得分: 6.5

得分: ['8', '7', '5', '6']

論文鏈接: https://openreview.net/forum?id=Y87Ri-GNHYu

[24]. SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments

平均得分: 6.5

得分: ['5', '6', '8', '7']

論文鏈接: https://openreview.net/forum?id=cPZOyoDloxl

[25]. Model-Based Visual Planning with Self-Supervised Functional Distances

平均得分: 6.5

得分: ['7', '6', '7', '6']

論文鏈接: https://openreview.net/forum?id=UcoXdfrORC

[26]. Learning-based Support Estimation in Sublinear Time

平均得分: 6.5

得分: ['7', '4', '8', '7']

論文鏈接: https://openreview.net/forum?id=tilovEHA3YS

[27]. DOP: Off-Policy Multi-Agent Decomposed Policy Gradients

平均得分: 6.5

得分: ['7', '3', '9', '7']

論文鏈接: https://openreview.net/forum?id=6FqKiVAdI3Y

[28]. Correcting experience replay for multi-agent communication

平均得分: 6.5

得分: ['4', '6', '8', '8']

論文鏈接: https://openreview.net/forum?id=xvxPuCkCNPO

[29]. Risk-Averse Offline Reinforcement Learning

平均得分: 6.4

得分: ['6', '8', '5', '6', '7']

論文鏈接: https://openreview.net/forum?id=TBIzh9b5eaz

[30]. Learning Value Functions in Deep Policy Gradients using Residual Variance

平均得分: 6.33

得分: ['8', '7', '4']

論文鏈接: https://openreview.net/forum?id=NX1He-aFO_F

[31]. Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions

平均得分: 6.33

得分: ['4', '8', '7']

論文鏈接: https://openreview.net/forum?id=Ud3DSz72nYR

[32]. PODS: Policy Optimization via Differentiable Simulation

平均得分: 6.33

得分: ['9', '4', '6']

論文鏈接: https://openreview.net/forum?id=4f04RAhMUo6

[33]. Transient Non-stationarity and Generalisation in Deep Reinforcement Learning

平均得分: 6.25

得分: ['7', '5', '5', '8']

論文鏈接: https://openreview.net/forum?id=Qun8fv4qSby

[34]. Improving Learning to Branch via Reinforcement Learning

平均得分: 6.25

得分: ['7', '7', '8', '3']

論文鏈接: https://openreview.net/forum?id=M_KwRsbhi5e

[35]. Mastering Atari with Discrete World Models

平均得分: 6.25

得分: ['4', '7', '10', '4']

論文鏈接: https://openreview.net/forum?id=0oabwyZbOu

[36]. Data-Efficient Reinforcement Learning with Self-Predictive Representations

平均得分: 6.25

得分: ['6', '5', '7', '7']

論文鏈接: https://openreview.net/forum?id=uCQfPZwRaUu

[37]. Local Information Opponent Modelling Using Variational Autoencoders

平均得分: 6.25

得分: ['8', '7', '4', '6']

論文鏈接: https://openreview.net/forum?id=xF5r3dVeaEl

[38]. Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning

平均得分: 6.25

得分: ['6', '6', '6', '7']

論文鏈接: https://openreview.net/forum?id=qda7-sVg84

[39]. Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL

平均得分: 6.25

得分: ['7', '5', '7', '6']

論文鏈接: https://openreview.net/forum?id=fmtSg8591Q

[40]. Batch Reinforcement Learning Through Continuation Method

平均得分: 6.25

得分: ['6', '9', '6', '4']

論文鏈接: https://openreview.net/forum?id=po-DLlBuAuz

[41]. Optimistic Exploration with Backward Bootstrapped Bonus for Deep Reinforcement Learning

平均得分: 6.2

得分: ['7', '6', '7', '6', '5']

論文鏈接: https://openreview.net/forum?id=QxQkG-gIKJM

[42]. Optimism in Reinforcement Learning with Generalized Linear Function Approximation

平均得分: 6

得分: ['6', '7', '6', '5']

論文鏈接: https://openreview.net/forum?id=CBmJwzneppz

[43]. Adversarially Guided Actor-Critic

平均得分: 6

得分: ['5', '6', '7']

論文鏈接: https://openreview.net/forum?id=_mQp5cr_iNy

[44]. QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning

平均得分: 6

得分: ['7', '6', '6', '5']

論文鏈接: https://openreview.net/forum?id=TlS3LBoDj3Z

[45]. Policy Optimization in Zero-Sum Markov Games: Fictitious Self-Play Provably Attains Nash Equilibria

平均得分: 6

得分: ['6', '5', '8', '5']

論文鏈接: https://openreview.net/forum?id=c3MWGN_cTf

[46]. Optimistic Policy Optimization with General Function Approximations

平均得分: 6

得分: ['7', '7', '4']

論文鏈接: https://openreview.net/forum?id=JydXRRDoDTv

[47]. Multi-Agent Collaboration via Reward Attribution Decomposition

平均得分: 6

得分: ['5', '6', '7', '6']

論文鏈接: https://openreview.net/forum?id=GVNGAaY2Dr1

[48]. Efficient Wasserstein Natural Gradients for Reinforcement Learning

平均得分: 6

得分: ['5', '8', '5']

論文鏈接: https://openreview.net/forum?id=OHgnfSrn2jv

[49]. Density Constrained Reinforcement Learning

平均得分: 6

得分: ['7', '6', '5', '6']

論文鏈接: https://openreview.net/forum?id=jMc7DlflrMC

[50]. Representation Balancing Offline Model-based Reinforcement Learning

平均得分: 6

得分: ['5', '6', '7', '6']

論文鏈接: https://openreview.net/forum?id=QpNz8r_Ri2Y

[51]. Decoupling Representation Learning from Reinforcement Learning

平均得分: 6

得分: ['7', '5', '4', '8']

論文鏈接: https://openreview.net/forum?id=_SKUm2AJpvN

[52]. Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?

平均得分: 5.8

得分: ['7', '7', '6', '5', '4']

論文鏈接: https://openreview.net/forum?id=p5uylG94S68

[53]. Model-based Asynchronous Hyperparameter and Neural Architecture Search

平均得分: 5.8

得分: ['7', '5', '6', '6', '5']

論文鏈接: https://openreview.net/forum?id=a2rFihIU7i

[54]. DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs

平均得分: 5.8

得分: ['5', '7', '5', '7', '5']

論文鏈接: https://openreview.net/forum?id=eMP1j9efXtX

[55]. Uncertainty Weighted Offline Reinforcement Learning

平均得分: 5.8

得分: ['8', '6', '5', '6', '4']

論文鏈接: https://openreview.net/forum?id=7hMenh--8g

[56]. Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning

平均得分: 5.75

得分: ['5', '7', '5', '6']

論文鏈接: https://openreview.net/forum?id=-6vS_4Kfz0

[57]. Parameter-based Value Functions

平均得分: 5.75

得分: ['3', '7', '7', '6']

論文鏈接: https://openreview.net/forum?id=tV6oBfuyLTQ

[58]. Sample-Efficient Automated Deep Reinforcement Learning

平均得分: 5.75

得分: ['7', '5', '5', '6']

論文鏈接: https://openreview.net/forum?id=hSjxQ3B7GWq

[59]. Causal Inference Q-Network: Toward Resilient Reinforcement Learning

平均得分: 5.75

得分: ['4', '6', '6', '7']

論文鏈接: https://openreview.net/forum?id=PvVbsAmxdlZ

[60]. SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-powered Intelligent PhlatCam

平均得分: 5.75

得分: ['6', '6', '5', '6']

論文鏈接: https://openreview.net/forum?id=jQUf0TmN-oT

[61]. Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning

平均得分: 5.75

得分: ['6', '7', '5', '5']

論文鏈接: https://openreview.net/forum?id=MmcywoW7PbJ

[62]. Benchmarks for Deep Off-Policy Evaluation

平均得分: 5.75

得分: ['7', '6', '4', '6']

論文鏈接: https://openreview.net/forum?id=kWSeGEeHvF8

[63]. Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks

平均得分: 5.75

得分: ['6', '5', '6', '6']

論文鏈接: https://openreview.net/forum?id=Y-Wl1l0Va-

[64]. Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations

平均得分: 5.75

得分: ['6', '4', '6', '7']

論文鏈接: https://openreview.net/forum?id=Fblk4_Fd7ao

[65]. Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning

平均得分: 5.75

得分: ['5', '5', '7', '6']

論文鏈接: https://openreview.net/forum?id=szUsQ3NcQwV

[66]. Learning Robust State Abstractions for Hidden-Parameter Block MDPs

平均得分: 5.75

得分: ['5', '6', '5', '7']

論文鏈接: https://openreview.net/forum?id=fmOOI2a3tQP

[67]. Adapting to Reward Progressivity via Spectral Reinforcement Learning

平均得分: 5.75

得分: ['5', '7', '5', '6']

論文鏈接: https://openreview.net/forum?id=dyjPVUc2KB

[68]. Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies

平均得分: 5.75

得分: ['5', '6', '5', '7']

論文鏈接: https://openreview.net/forum?id=M3NDrHEGyyO

[69]. Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers

平均得分: 5.75

得分: ['5', '6', '5', '7']

論文鏈接: https://openreview.net/forum?id=eqBwg3AcIAK

[70]. Meta-Reinforcement Learning With Informed Policy Regularization

平均得分: 5.75

得分: ['6', '5', '6', '6']

論文鏈接: https://openreview.net/forum?id=pTZ6EgZtzDU

[71]. Hierarchical Reinforcement Learning by Discovering Intrinsic Options

平均得分: 5.75

得分: ['4', '4', '7', '8']

論文鏈接: https://openreview.net/forum?id=r-gPPHEjpmw

[72]. Multi-Agent Trust Region Learning

平均得分: 5.75

得分: ['4', '8', '5', '6']

論文鏈接: https://openreview.net/forum?id=eHG7asK_v-k

[73]. Unity of Opposites: SelfNorm and CrossNorm for Model Robustness

平均得分: 5.75

得分: ['5', '7', '6', '5']

論文鏈接: https://openreview.net/forum?id=Oj2hGyJwhwX

[74]. The Advantage Regret-Matching Actor-Critic

平均得分: 5.67

得分: ['5', '6', '6']

論文鏈接: https://openreview.net/forum?id=YMsbeG6FqBU

[75]. Differentiable Trust Region Layers for Deep Reinforcement Learning

平均得分: 5.67

得分: ['7', '4', '6']

論文鏈接: https://openreview.net/forum?id=qYZD-AO1Vn

[76]. Linear Representation Meta-Reinforcement Learning for Instant Adaptation

平均得分: 5.67

得分: ['5', '5', '7']

論文鏈接: https://openreview.net/forum?id=lNrtNGkr-vw

[77]. Symmetry-Aware Actor-Critic for 3D Molecular Design

平均得分: 5.67

得分: ['6', '4', '7']

論文鏈接: https://openreview.net/forum?id=jEYKjPE1xYN

[78]. The Importance of Pessimism in Fixed-Dataset Policy Optimization

平均得分: 5.67

得分: ['5', '5', '7']

論文鏈接: https://openreview.net/forum?id=E3Ys6a1NTGT

[79]. Understanding and Leveraging Causal Relations in Deep Reinforcement Learning

平均得分: 5.67

得分: ['5', '6', '6']

論文鏈接: https://openreview.net/forum?id=30I4Azqc_oP

[80]. Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization

平均得分: 5.67

得分: ['7', '5', '5']

論文鏈接: https://openreview.net/forum?id=8cpHIfgY4Dj

[81]. Grounding Language to Entities for Generalization in Reinforcement Learning

平均得分: 5.6

得分: ['6', '7', '6', '5', '4']

論文鏈接: https://openreview.net/forum?id=udbMZR1cKE6

[82]. Large Batch Simulation for Deep Reinforcement Learning

平均得分: 5.6

得分: ['7', '6', '6', '5', '4']

論文鏈接: https://openreview.net/forum?id=cP5IcoAkfKa

[83]. Deep Reinforcement Learning For Wireless Scheduling with Multiclass Services

平均得分: 5.5

得分: ['3', '7', '7', '5']

論文鏈接: https://openreview.net/forum?id=UiLl8yjh57

[84]. Monotonic Robust Policy Optimization with Model Discrepancy

平均得分: 5.5

得分: ['7', '6', '5', '4']

論文鏈接: https://openreview.net/forum?id=kdm4Lm9rgB

[85]. Truly Deterministic Policy Optimization

平均得分: 5.5

得分: ['5', '6', '6', '5']

論文鏈接: https://openreview.net/forum?id=BntruCi1uvF

[86]. Distributional Reinforcement Learning for Risk-Sensitive Policies

平均得分: 5.5

得分: ['5', '7', '5', '5']

論文鏈接: https://openreview.net/forum?id=19drPzGV691

[87]. Bounded Myopic Adversaries for Deep Reinforcement Learning Agents

平均得分: 5.5

得分: ['5', '6', '5', '6']

論文鏈接: https://openreview.net/forum?id=Ew0zR07CYRd

[88]. Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices

平均得分: 5.5

得分: ['7', '6', '4', '5']

論文鏈接: https://openreview.net/forum?id=rSwTMomgCz

[89]. Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization

平均得分: 5.5

得分: ['5', '7', '5', '5']

論文鏈接: https://openreview.net/forum?id=lvRTC669EY_

[90]. Blending MPC & Value Function Approximation for Efficient Reinforcement Learning

平均得分: 5.5

得分: ['5', '5', '5', '7']

論文鏈接: https://openreview.net/forum?id=RqCC_00Bg7V

[91]. A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning

平均得分: 5.5

得分: ['6', '5', '5', '6']

論文鏈接: https://openreview.net/forum?id=zdrls6LIX4W

[92]. The act of remembering: A study in partially observable reinforcement learning

平均得分: 5.5

得分: ['6', '7', '6', '3']

論文鏈接: https://openreview.net/forum?id=uFkGzn9RId8

[93]. Random Coordinate Langevin Monte Carlo

平均得分: 5.5

得分: ['7', '7', '4', '4']

論文鏈接: https://openreview.net/forum?id=lbc44k2jgnX

[94]. Provable Rich Observation Reinforcement Learning with Combinatorial Latent States

平均得分: 5.5

得分: ['4', '6', '5', '7']

論文鏈接: https://openreview.net/forum?id=hx1IXFHAw7R

[95]. Automatic Data Augmentation for Generalization in Reinforcement Learning

平均得分: 5.5

得分: ['6', '7', '3', '6']

論文鏈接: https://openreview.net/forum?id=9l9WD4ahJgs

[96]. Reinforcement Learning with Random Delays

平均得分: 5.5

得分: ['3', '6', '5', '8']

論文鏈接: https://openreview.net/forum?id=QFYnKlBJYR

[97]. On Proximal Policy Optimization's Heavy-Tailed Gradients

平均得分: 5.5

得分: ['6', '5', '6', '5']

論文鏈接: https://openreview.net/forum?id=cYek5NoXNiX

[98]. A Primal Approach to Constrained Policy Optimization: Global Optimality and Finite-Time Analysis

平均得分: 5.5

得分: ['7', '5', '5', '5']

論文鏈接: https://openreview.net/forum?id=rI3RMgDkZqJ

[99]. Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control

平均得分: 5.5

得分: ['4', '6', '5', '7']

論文鏈接: https://openreview.net/forum?id=yr1mzrH3IC

[100]. Divide-and-Conquer Monte Carlo Tree Search

平均得分: 5.5

得分: ['8', '5', '4', '5']

論文鏈接: https://openreview.net/forum?id=Nj8EIrSu5O

[101]. Status-Quo Policy Gradient in Multi-agent Reinforcement Learning

平均得分: 5.5

得分: ['4', '5', '6', '7']

論文鏈接: https://openreview.net/forum?id=76M3pxkqRl

[102]. QPLEX: Duplex Dueling Multi-Agent Q-Learning

平均得分: 5.5

得分: ['4', '5', '6', '7']

論文鏈接: https://openreview.net/forum?id=Rcmk0xxIQV

[103]. A Reduction Approach to Constrained Reinforcement Learning

平均得分: 5.5

得分: ['6', '7', '5', '4']

論文鏈接: https://openreview.net/forum?id=fV4vvs1J5iM

[104]. Compute- and Memory-Efficient Reinforcement Learning with Latent Experience Replay

平均得分: 5.5

得分: ['7', '4', '5', '6']

論文鏈接: https://openreview.net/forum?id=J7bUsLCb0zf

[105]. On Trade-offs of Image Prediction in Visual Model-Based Reinforcement Learning

平均得分: 5.5

得分: ['5', '3', '7', '7']

論文鏈接: https://openreview.net/forum?id=mewtfP6YZ7

[106]. Towards Understanding Linear Value Decomposition in Cooperative Multi-Agent Q-Learning

平均得分: 5.5

得分: ['5', '7', '5', '5']

論文鏈接: https://openreview.net/forum?id=VMtftZqMruq

[107]. Average Reward Reinforcement Learning with Monotonic Policy Improvement

平均得分: 5.5

得分: ['6', '4', '6', '6']

論文鏈接: https://openreview.net/forum?id=lo7GKwmakFZ

[108]. FactoredRL: Leveraging Factored Graphs for Deep Reinforcement Learning

平均得分: 5.5

得分: ['5', '6', '6', '5']

論文鏈接: https://openreview.net/forum?id=wE-3ly4eT5G

[109]. Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning

平均得分: 5.5

得分: ['4', '7', '6', '5']

論文鏈接: https://openreview.net/forum?id=O9bnihsFfXU

[110]. Scalable Bayesian Inverse Reinforcement Learning by Auto-Encoding Reward

平均得分: 5.5

得分: ['4', '5', '7', '6']

論文鏈接: https://openreview.net/forum?id=4qR3coiNaIv

[111]. Model-Based Offline Planning

平均得分: 5.5

得分: ['6', '4', '8', '4']

論文鏈接: https://openreview.net/forum?id=OMNB1G5xzd4

[112]. BRAC+: Going Deeper with Behavior Regularized Offline Reinforcement Learning

平均得分: 5.5

得分: ['4', '6', '7', '5']

論文鏈接: https://openreview.net/forum?id=bMCfFepJXM

[113]. Learning to Share in Multi-Agent Reinforcement Learning

平均得分: 5.4

得分: ['4', '4', '8', '8', '3']

論文鏈接: https://openreview.net/forum?id=awnQ2qTLSwn

[114]. Explicit Pareto Front Optimization for Constrained Reinforcement Learning

平均得分: 5.33

得分: ['6', '6', '4']

論文鏈接: https://openreview.net/forum?id=pOHW7EwFbo9

[115]. Guided Exploration with Proximal Policy Optimization using a Single Demonstration

平均得分: 5.33

得分: ['6', '4', '6']

論文鏈接: https://openreview.net/forum?id=88_MfcJoJlS

[116]. Unsupervised Active Pre-Training for Reinforcement Learning

平均得分: 5.33

得分: ['5', '6', '5']

論文鏈接: https://openreview.net/forum?id=cvNYovr16SB

[117]. RECONNAISSANCE FOR REINFORCEMENT LEARNING WITH SAFETY CONSTRAINTS

平均得分: 5.33

得分: ['4', '5', '7']

論文鏈接: https://openreview.net/forum?id=Gc4MQq-JIgj

[118]. Daylight: Assessing Generalization Skills of Deep Reinforcement Learning Agents

平均得分: 5.33

得分: ['6', '5', '5']

論文鏈接: https://openreview.net/forum?id=Z3XVHSbSawb

[119]. Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration

平均得分: 5.33

得分: ['4', '5', '7']

論文鏈接: https://openreview.net/forum?id=7qmQNB6Wn_B

[120]. OPAL: Offline Primitive Discovery for Accelerating Offline Reinforcement Learning

平均得分: 5.33

得分: ['7', '5', '4']

論文鏈接: https://openreview.net/forum?id=V69LGwJ0lIN

[121]. A REINFORCEMENT LEARNING FRAMEWORK FOR TIME DEPENDENT CAUSAL EFFECTS EVALUATION IN A/B TESTING

平均得分: 5.33

得分: ['6', '5', '5']

論文鏈接: https://openreview.net/forum?id=Dtahsj2FkrK

[122]. PettingZoo: Gym for Multi-Agent Reinforcement Learning

平均得分: 5.25

得分: ['7', '5', '6', '3']

論文鏈接: https://openreview.net/forum?id=WoLQsYU8aZ

[123]. Hippocampal representations emerge when training recurrent neural networks on a memory dependent maze navigation task

平均得分: 5.25

得分: ['4', '6', '4', '7']

論文鏈接: https://openreview.net/forum?id=Jr8XGtK04Pw

[124]. Data-efficient Hindsight Off-policy Option Learning

平均得分: 5.25

得分: ['5', '6', '5', '5']

論文鏈接: https://openreview.net/forum?id=QKbS9KXkE_y

[125]. Attacking Few-Shot Classifiers with Adversarial Support Sets

平均得分: 5.25

得分: ['6', '4', '6', '5']

論文鏈接: https://openreview.net/forum?id=0xdQXkz69x9

[126]. Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning

平均得分: 5.25

得分: ['8', '5', '4', '4']

論文鏈接: https://openreview.net/forum?id=INhwJdJtxn6

[127]. Reinforcement Learning for Control with Probabilistic Stability Guarantee

平均得分: 5.25

得分: ['6', '5', '5', '5']

論文鏈接: https://openreview.net/forum?id=QfEssgaXpm

[128]. Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning

平均得分: 5.25

得分: ['7', '5', '5', '4']

論文鏈接: https://openreview.net/forum?id=TiGF63rxr8Q

[129]. Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling

平均得分: 5.25

得分: ['6', '5', '5', '5']

論文鏈接: https://openreview.net/forum?id=AT7jak63NNK

[130]. Solving Compositional Reinforcement Learning Problems via Task Reduction

平均得分: 5.25

得分: ['3', '5', '6', '7']

論文鏈接: https://openreview.net/forum?id=9SS69KwomAM

[131]. Emergent Road Rules In Multi-Agent Driving Environments

平均得分: 5.25

得分: ['7', '4', '5', '5']

論文鏈接: https://openreview.net/forum?id=d8Q1mt2Ghw

[132]. EMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline and Online RL

平均得分: 5.25

得分: ['4', '6', '6', '5']

論文鏈接: https://openreview.net/forum?id=B8fp0LVMHa

[133]. Double Q-learning: New Analysis and Sharper Finite-time Bound

平均得分: 5.25

得分: ['6', '4', '6', '5']

論文鏈接: https://openreview.net/forum?id=MwxaStJXK6v

[134]. Safety Verification of Model Based Reinforcement Learning Controllers

平均得分: 5.25

得分: ['3', '7', '6', '5']

論文鏈接: https://openreview.net/forum?id=mfJepDyIUcQ

[135]. D3C: Reducing the Price of Anarchy in Multi-Agent Learning

平均得分: 5.25

得分: ['3', '4', '7', '7']

論文鏈接: https://openreview.net/forum?id=8wa7HrUsElL

[136]. Near-Optimal Regret Bounds for Model-Free RL in Non-Stationary Episodic MDPs

平均得分: 5.25

得分: ['6', '4', '4', '7']

論文鏈接: https://openreview.net/forum?id=TJzkxFw-mGm

[137]. Communication in Multi-Agent Reinforcement Learning: Intention Sharing

平均得分: 5.25

得分: ['6', '4', '6', '5']

論文鏈接: https://openreview.net/forum?id=qpsl2dR9twy

[138]. On the role of planning in model-based deep reinforcement learning

平均得分: 5.25

得分: ['7', '3', '6', '5']

論文鏈接: https://openreview.net/forum?id=IrM64DGB21

[139]. Reinforcement Learning with Latent Flow

平均得分: 5.25

得分: ['7', '3', '6', '5']

論文鏈接: https://openreview.net/forum?id=lSijhyKKsct

[140]. Iterative Amortized Policy Optimization

平均得分: 5.25

得分: ['6', '5', '5', '5']

論文鏈接: https://openreview.net/forum?id=49mMdsxkPlD

[141]. Unsupervised Task Clustering for Multi-Task Reinforcement Learning

平均得分: 5.25

得分: ['6', '5', '5', '5']

論文鏈接: https://openreview.net/forum?id=4K_NaDAHc0d

[142]. Adaptive Multi-model Fusion Learning for Sparse-Reward Reinforcement Learning

平均得分: 5.25

得分: ['6', '5', '6', '4']

論文鏈接: https://openreview.net/forum?id=4emQEegFhSy

[143]. ERMAS: Learning Policies Robust to Reality Gaps in Multi-Agent Simulations

平均得分: 5.25

得分: ['6', '5', '6', '4']

論文鏈接: https://openreview.net/forum?id=uIc4W6MtbDA

[144]. A Distributional Perspective on Actor-Critic Framework

平均得分: 5.25

得分: ['5', '7', '3', '6']

論文鏈接: https://openreview.net/forum?id=jWXBUsWP7N

[145]. Robust Reinforcement Learning using Adversarial Populations

平均得分: 5.25

得分: ['5', '7', '4', '5']

論文鏈接: https://openreview.net/forum?id=I6NRcao1w-X

[146]. The Compact Support Neural Network

平均得分: 5.25

得分: ['5', '5', '6', '5']

論文鏈接: https://openreview.net/forum?id=xCy9thPPTb_

[147]. RMIX: Risk-Sensitive Multi-Agent Reinforcement Learning

平均得分: 5.25

得分: ['6', '4', '7', '4']

論文鏈接: https://openreview.net/forum?id=1EVb8XRBDNr

[148]. Meta-Model-Based Meta-Policy Optimization

平均得分: 5.25

得分: ['5', '5', '5', '6']

論文鏈接: https://openreview.net/forum?id=KOtxfjpQsq

[149]. Decentralized Deterministic Multi-Agent Reinforcement Learning

平均得分: 5.2

得分: ['5', '4', '7', '5', '5']

論文鏈接: https://openreview.net/forum?id=QM4_h99pjCE

[150]. Transfer among Agents: An Efficient Multiagent Transfer Learning Framework

平均得分: 5.2

得分: ['5', '6', '4', '6', '5']

論文鏈接: https://openreview.net/forum?id=9w03rTs7w5

[151]. Gradient-based tuning of Hamiltonian Monte Carlo hyperparameters

平均得分: 5

得分: ['5', '4', '6', '5']

論文鏈接: https://openreview.net/forum?id=LvJ8hLSusrv

[152]. Combining Imitation and Reinforcement Learning with Free Energy Principle

平均得分: 5

得分: ['4', '6', '5', '5']

論文鏈接: https://openreview.net/forum?id=JI2TGOehNT0

[153]. Ordering-Based Causal Discovery with Reinforcement Learning

平均得分: 5

得分: ['5', '5', '5', '5']

論文鏈接: https://openreview.net/forum?id=bMzj6hXL2VJ

[154]. Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning

平均得分: 5

得分: ['5', '5', '4', '6']

論文鏈接: https://openreview.net/forum?id=S2UB9PkrEjF

[155]. The Emergence of Individuality in Multi-Agent Reinforcement Learning

平均得分: 5

得分: ['5', '5', '4', '6']

論文鏈接: https://openreview.net/forum?id=EoVmlONgI9e

[156]. Explore with Dynamic Map: Graph Structured Reinforcement Learning

平均得分: 5

得分: ['4', '5', '6', '5']

論文鏈接: https://openreview.net/forum?id=-u4j4dHeWQi

[157]. Offline Meta-Reinforcement Learning with Advantage Weighting

平均得分: 5

得分: ['5', '6', '5', '4']

論文鏈接: https://openreview.net/forum?id=S5S3eTEmouw

[158]. Deep Q-Learning with Low Switching Cost

平均得分: 5

得分: ['6', '5', '5', '4']

論文鏈接: https://openreview.net/forum?id=7ODIasgLJlU

[159]. AWAC: Accelerating Online Reinforcement Learning with Offline Datasets

平均得分: 5

得分: ['6', '6', '3', '6', '4']

論文鏈接: https://openreview.net/forum?id=OJiM1R3jAtZ

[160]. A Strong On-Policy Competitor To PPO

平均得分: 5

得分: ['5', '5', '5']

論文鏈接: https://openreview.net/forum?id=0migj5lyUZl

[161]. Control-Aware Representations for Model-based Reinforcement Learning

平均得分: 5

得分: ['6', '5', '4']

論文鏈接: https://openreview.net/forum?id=dgd4EJqsbW5

[162]. Formal Language Constrained Markov Decision Processes

平均得分: 5

得分: ['5', '6', '4', '5']

論文鏈接: https://openreview.net/forum?id=NTP9OdaT6nm

[163]. Multi-Agent Imitation Learning with Copulas

平均得分: 5

得分: ['4', '4', '7']

論文鏈接: https://openreview.net/forum?id=gRr_gt5bker

[164]. Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows

平均得分: 5

得分: ['6', '5', '4']

論文鏈接: https://openreview.net/forum?id=MBpHUFrcG2x

[165]. Efficient Competitive Self-Play Policy Optimization

平均得分: 5

得分: ['7', '5', '3', '5']

論文鏈接: https://openreview.net/forum?id=99M-4QlinPr

[166]. Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation

平均得分: 5

得分: ['5', '5', '5']

論文鏈接: https://openreview.net/forum?id=FmMKSO4e8JK

[167]. Beyond Prioritized Replay: Sampling States in Model-Based RL via Simulated Priorities

平均得分: 5

得分: ['4', '6', '5']

論文鏈接: https://openreview.net/forum?id=B5bZp0m7jZd

[168]. Action Guidance: Getting the Best of Sparse Rewards and Shaped Rewards for Real-time Strategy Games

平均得分: 5

得分: ['6', '4', '6', '4']

論文鏈接: https://openreview.net/forum?id=1OQ90khuUGZ

[169]. What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator

平均得分: 5

得分: ['7', '5', '5', '3']

論文鏈接: https://openreview.net/forum?id=V4AVDoFtVM

[170]. Optimizing Information Bottleneck in Reinforcement Learning: A Stein Variational Approach

平均得分: 5

得分: ['6', '4', '5', '5']

論文鏈接: https://openreview.net/forum?id=IKqCy8i1XL3

[171]. On the Estimation Bias in Double Q-Learning

平均得分: 5

得分: ['6', '5', '3', '6']

論文鏈接: https://openreview.net/forum?id=FKotzp6PZJw

[172]. Entropic Risk-Sensitive Reinforcement Learning: A Meta Regret Framework with Function Approximation

平均得分: 5

得分: ['6', '5', '4', '5']

論文鏈接: https://openreview.net/forum?id=q_kZm9eHIeD

[173]. Goal-Auxiliary Actor-Critic for 6D Robotic Grasping with Point Clouds

平均得分: 5

得分: ['5', '7', '3']

論文鏈接: https://openreview.net/forum?id=H5B3lmpO1g

[174]. Policy Gradient with Expected Quadratic Utility Maximization: A New Mean-Variance Approach in Reinforcement Learning

平均得分: 5

得分: ['4', '5', '6']

論文鏈接: https://openreview.net/forum?id=BEs-Q1ggdwT

[175]. D2RL: Deep Dense Architectures in Reinforcement Learning

平均得分: 5

得分: ['4', '8', '4', '4']

論文鏈接: https://openreview.net/forum?id=mYNfmvt8oSv

[176]. Intention Propagation for ?Multi-agent Reinforcement Learning

平均得分: 5

得分: ['3', '6', '6', '5']

論文鏈接: https://openreview.net/forum?id=7apQQsbahFz

[177]. SIM-GAN: Adversarial Calibration of Multi-Agent Market Simulators.

平均得分: 5

得分: ['3', '7', '5']

論文鏈接: https://openreview.net/forum?id=1z_Hg9oBCtY

[178]. Preventing Value Function Collapse in Ensemble ?Q-Learning by Maximizing Representation Diversity

平均得分: 5

得分: ['4', '5', '5', '6']

論文鏈接: https://openreview.net/forum?id=dN_iVr6iNuU

[179]. REPAINT: Knowledge Transfer in Deep Actor-Critic Reinforcement Learning

平均得分: 5

得分: ['4', '6', '4', '6']

論文鏈接: https://openreview.net/forum?id=P84ryxVG6tR

[180]. Mixture of Step Returns in Bootstrapped DQN

平均得分: 5

得分: ['5', '4', '4', '7', '5']

論文鏈接: https://openreview.net/forum?id=X6YPReSv5CX

[181]. PAC-Bayesian Randomized Value Function with Informative Prior

平均得分: 4.8

得分: ['7', '3', '5', '4', '5']

論文鏈接: https://openreview.net/forum?id=d2m6yCwyJW

[182]. Learning Safe Multi-agent Control with Decentralized Neural Barrier Certificates

平均得分: 4.8

得分: ['4', '4', '6', '5', '5']

論文鏈接: https://openreview.net/forum?id=P6_q1BRxY8Q

[183]. Maximum Reward Formulation In Reinforcement Learning

平均得分: 4.8

得分: ['5', '6', '3', '4', '6']

論文鏈接: https://openreview.net/forum?id=BnokSKnhC7F

[184]. Model-Free Counterfactual Credit Assignment

平均得分: 4.75

得分: ['5', '5', '6', '3']

論文鏈接: https://openreview.net/forum?id=F8xpAPm_ZKS

[185]. Plan-Based Asymptotically Equivalent Reward Shaping

平均得分: 4.75

得分: ['3', '5', '7', '4']

論文鏈接: https://openreview.net/forum?id=w2Z2OwVNeK

[186]. Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization

平均得分: 4.75

得分: ['4', '3', '7', '5']

論文鏈接: https://openreview.net/forum?id=cQzf26aA3vM

[187]. Regioned Episodic Reinforcement Learning

平均得分: 4.75

得分: ['6', '4', '5', '4']

論文鏈接: https://openreview.net/forum?id=amRmtfpYgDt

[188]. Reinforcement Learning with Bayesian Classifiers: Efficient Skill Learning from Outcome Examples

平均得分: 4.75

得分: ['5', '4', '5', '5']

論文鏈接: https://openreview.net/forum?id=OZgVHzdKicb

[189]. Provably More Efficient Q-Learning in the One-Sided-Feedback/Full-Feedback Settings

平均得分: 4.75

得分: ['4', '4', '6', '5']

論文鏈接: https://openreview.net/forum?id=vY0bnzBBvtr

[190]. Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning

平均得分: 4.75

得分: ['4', '6', '4', '5']

論文鏈接: https://openreview.net/forum?id=gp5Uzbl-9C-

[191]. Safe Reinforcement Learning with Natural Language Constraints

平均得分: 4.75

得分: ['5', '3', '5', '6']

論文鏈接: https://openreview.net/forum?id=Ua5yGJhfgAg

[192]. ReaPER: Improving Sample Efficiency in Model-Based Latent Imagination

平均得分: 4.75

得分: ['4', '5', '4', '6']

論文鏈接: https://openreview.net/forum?id=nlWgE3A-iS

[193]. Coordinated Multi-Agent Exploration Using Shared Goals

平均得分: 4.75

得分: ['4', '5', '5', '5']

論文鏈接: https://openreview.net/forum?id=MPO4oML_JC

[194]. Measuring and mitigating interference in reinforcement learning

平均得分: 4.75

得分: ['5', '6', '4', '4']

論文鏈接: https://openreview.net/forum?id=26WnoE4hjS

[195]. Hamiltonian Q-Learning: Leveraging Importance-sampling for Data Efficient RL

平均得分: 4.75

得分: ['5', '5', '5', '4']

論文鏈接: https://openreview.net/forum?id=10XWPuAro86

[196]. A Maximum Mutual Information Framework for Multi-Agent Reinforcement Learning

平均得分: 4.75

得分: ['3', '5', '6', '5']

論文鏈接: https://openreview.net/forum?id=_zHHAZOLTVh

[197]. Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning

平均得分: 4.75

得分: ['4', '5', '4', '6']

論文鏈接: https://openreview.net/forum?id=f_GA2IU9-K-

[198]. Constrained Reinforcement Learning With Learned Constraints

平均得分: 4.75

得分: ['3', '3', '5', '8']

論文鏈接: https://openreview.net/forum?id=akgiLNAkC7P

[199]. Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions

平均得分: 4.75

得分: ['5', '5', '4', '5']

論文鏈接: https://openreview.net/forum?id=asLT0W1w7Li

[200]. Error Controlled Actor-Critic Method to Reinforcement Learning

平均得分: 4.75

得分: ['7', '3', '3', '6']

論文鏈接: https://openreview.net/forum?id=n5yBuzpqqw

[201]. Cross-State Self-Constraint for Feature Generalization in Deep Reinforcement Learning

平均得分: 4.75

得分: ['5', '5', '4', '5']

論文鏈接: https://openreview.net/forum?id=JiNvAGORcMW

[202]. Safety Aware Reinforcement Learning (SARL)

平均得分: 4.75

得分: ['4', '6', '6', '3']

論文鏈接: https://openreview.net/forum?id=RDpTZpubOh7

[203]. UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning

平均得分: 4.75

得分: ['4', '4', '6', '5']

論文鏈接: https://openreview.net/forum?id=0z1HScLBEpb

[204]. Interpretable Reinforcement Learning With Neural Symbolic Logic

平均得分: 4.67

得分: ['5', '4', '5']

論文鏈接: https://openreview.net/forum?id=M_gk45ItxIp

[205]. Network Reusability Analysis for Multi-Joint Robot Reinforcement Learning

平均得分: 4.67

得分: ['5', '4', '5']

論文鏈接: https://openreview.net/forum?id=hypDstHla7

[206]. Factored Action Spaces in Deep Reinforcement Learning

平均得分: 4.67

得分: ['6', '3', '5']

論文鏈接: https://openreview.net/forum?id=naSAkn2Xo46

[207]. Genetic Soft Updates for Policy Evolution in Deep Reinforcement Learning

平均得分: 4.67

得分: ['4', '6', '4']

論文鏈接: https://openreview.net/forum?id=TGFO0DbD_pk

[208]. The Skill-Action Architecture: Learning Abstract Action Embeddings for Reinforcement Learning

平均得分: 4.67

得分: ['5', '4', '5']

論文鏈接: https://openreview.net/forum?id=PU35uLgRZkk

[209]. Learning Intrinsic Symbolic Rewards in Reinforcement Learning

平均得分: 4.67

得分: ['5', '4', '5']

論文鏈接: https://openreview.net/forum?id=4CxsUBDQJqv

[210]. Robust Offline Reinforcement Learning from Low-Quality Data

平均得分: 4.6

得分: ['5', '4', '6', '6', '2']

論文鏈接: https://openreview.net/forum?id=uOjm_xqKEoX

[211]. Adaptive Learning Rates for Multi-Agent Reinforcement Learning

平均得分: 4.6

得分: ['5', '4', '4', '5', '5']

論文鏈接: https://openreview.net/forum?id=yN18f9V1Onp

[212]. Revisiting Parameter Sharing in Multi-Agent Deep Reinforcement Learning

平均得分: 4.5

得分: ['3', '3', '5', '7']

論文鏈接: https://openreview.net/forum?id=MWj_P-Lk3jC

[213]. Addressing Distribution Shift in Online Reinforcement Learning with Offline Datasets

平均得分: 4.5

得分: ['6', '5', '4', '3']

論文鏈接: https://openreview.net/forum?id=9hgEG-k57Zj

[214]. TOMA: Topological Map Abstraction for Reinforcement Learning

平均得分: 4.5

得分: ['4', '3', '5', '6']

論文鏈接: https://openreview.net/forum?id=yoem5ud2vb

[215]. Multi-agent Policy Optimization with Approximatively Synchronous Advantage Estimation

平均得分: 4.5

得分: ['5', '3', '6', '4']

論文鏈接: https://openreview.net/forum?id=Rw_vo-wIAa

[216]. Why Convolutional Networks Learn Oriented Bandpass Filters: Theory and Empirical Support

平均得分: 4.5

得分: ['6', '4', '5', '3']

論文鏈接: https://openreview.net/forum?id=UJRFjuJDsIO

[217]. Self-Activating Neural Ensembles for Continual Reinforcement Learning

平均得分: 4.5

得分: ['4', '4', '4', '6']

論文鏈接: https://openreview.net/forum?id=Jf24xdaAwF9

[218]. Approximating Pareto Frontier through Bayesian-optimization-directed Robust Multi-objective Reinforcement Learning

平均得分: 4.5

得分: ['5', '5', '5', '3']

論文鏈接: https://openreview.net/forum?id=S9MPX7ejmv

[219]. Model-Based Reinforcement Learning via Latent-Space Collocation

平均得分: 4.5

得分: ['3', '5', '6', '4']

論文鏈接: https://openreview.net/forum?id=ku4sJKvnbwV

[220]. CDT: Cascading Decision Trees for Explainable Reinforcement Learning

平均得分: 4.5

得分: ['4', '4', '5', '5']

論文鏈接: https://openreview.net/forum?id=WdOCkf4aCM

[221]. PGPS : Coupling Policy Gradient with Population-based Search

平均得分: 4.5

得分: ['5', '5', '3', '5']

論文鏈接: https://openreview.net/forum?id=PeT5p3ocagr

[222]. CAT-SAC: Soft Actor-Critic with Curiosity-Aware Entropy Temperature

平均得分: 4.5

得分: ['6', '4', '4', '4']

論文鏈接: https://openreview.net/forum?id=paE8yL0aKHo

[223]. Learning to Observe with Reinforcement Learning

平均得分: 4.5

得分: ['3', '6', '5', '4']

論文鏈接: https://openreview.net/forum?id=65sCF5wmhpv

[224]. Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning

平均得分: 4.5

得分: ['3', '6', '3', '6']

論文鏈接: https://openreview.net/forum?id=LtgEkhLScK3

[225]. Visual Imitation with Reinforcement Learning using Recurrent Siamese Networks

平均得分: 4.5

得分: ['4', '4', '4', '6']

論文鏈接: https://openreview.net/forum?id=MBdafA3G9k

[226]. Lyapunov Barrier Policy Optimization

平均得分: 4.5

得分: ['4', '6', '4', '4']

論文鏈接: https://openreview.net/forum?id=qUs18ed9oe

[227]. A Deeper Look at Discounting Mismatch in Actor-Critic Algorithms

平均得分: 4.5

得分: ['6', '4', '3', '5']

論文鏈接: https://openreview.net/forum?id=ypJS_nyu-I

[228]. Cross-Modal Domain Adaptation for Reinforcement Learning

平均得分: 4.5

得分: ['5', '4', '5', '4']

論文鏈接: https://openreview.net/forum?id=0owsv3F-fM

[229]. L2E: Learning to Exploit Your Opponent

平均得分: 4.5

得分: ['6', '4', '3', '5']

論文鏈接: https://openreview.net/forum?id=m4PC1eUknQG

[230]. MQES: Max-Q Entropy Search for Efficient Exploration in Continuous Reinforcement Learning

平均得分: 4.4

得分: ['4', '3', '5', '6', '4']

論文鏈接: https://openreview.net/forum?id=98ntbCuqf4i

[231]. Robust Multi-Agent Reinforcement Learning Driven by Correlated Equilibrium

平均得分: 4.4

得分: ['5', '4', '3', '6', '4']

論文鏈接: https://openreview.net/forum?id=JvPsKam58LX

[232]. R-LAtte: Attention Module for Visual Control via Reinforcement Learning

平均得分: 4.33

得分: ['4', '4', '5']

論文鏈接: https://openreview.net/forum?id=D4QFCXGe_z2

[233]. Multi-agent Deep FBSDE Representation For Large Scale ?Stochastic Differential Games

平均得分: 4.33

得分: ['5', '3', '5']

論文鏈接: https://openreview.net/forum?id=UoAFJMzCNM

[234]. Aspect-based Sentiment Classification via Reinforcement Learning

平均得分: 4.33

得分: ['5', '5', '3']

論文鏈接: https://openreview.net/forum?id=bfTUfrqL6d

[235]. Refine and Imitate: Reducing Repetition and Inconsistency in Dialogue Generation via Reinforcement Learning and Human Demonstration

平均得分: 4.33

得分: ['3', '6', '4']

論文鏈接: https://openreview.net/forum?id=JthLaV0RsV

[236]. An Examination of Preference-based Reinforcement Learning for Treatment Recommendation

平均得分: 4.33

得分: ['4', '4', '5']

論文鏈接: https://openreview.net/forum?id=uxYjVEXx48i

[237]. Adaptive Dataset Sampling by Deep Policy Gradient

平均得分: 4.33

得分: ['5', '3', '5']

論文鏈接: https://openreview.net/forum?id=t2C42s67gsQ

[238]. Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER

平均得分: 4.25

得分: ['5', '4', '4', '4']

論文鏈接: https://openreview.net/forum?id=0hMthVxlS89

[239]. Q-Value Weighted Regression: Reinforcement Learning with Limited Data

平均得分: 4.25

得分: ['4', '6', '3', '4']

論文鏈接: https://openreview.net/forum?id=rd_bm8CK7o0

[240]. ScheduleNet: Learn to Solve MinMax mTSP Using Reinforcement Learning with Delayed Reward

平均得分: 4.25

得分: ['5', '4', '3', '5']

論文鏈接: https://openreview.net/forum?id=P63SQE0fVa

[241]. Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms

平均得分: 4.25

得分: ['4', '4', '3', '6']

論文鏈接: https://openreview.net/forum?id=t5lNr0Lw84H

[242]. Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments

平均得分: 4.25

得分: ['3', '4', '4', '6']

論文鏈接: https://openreview.net/forum?id=7AQUzh5ntX_

[243]. Model-Free Energy Distance for Pruning DNNs

平均得分: 4.25

得分: ['5', '2', '5', '5']

論文鏈接: https://openreview.net/forum?id=k2TyMLwuikx

[244]. D4RL: Datasets for Deep Data-Driven Reinforcement Learning

平均得分: 4.25

得分: ['2', '3', '6', '6']

論文鏈接: https://openreview.net/forum?id=px0-N3_KjA

[245]. Exploring Transferability of Perturbations in Deep Reinforcement Learning

平均得分: 4.25

得分: ['3', '4', '6', '4']

論文鏈接: https://openreview.net/forum?id=inBTt_wSv0

[246]. Alpha-DAG: a reinforcement learning based algorithm to learn Directed Acyclic Graphs

平均得分: 4.25

得分: ['4', '5', '4', '4']

論文鏈接: https://openreview.net/forum?id=0jqRSnFnmL_

[247]. Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning

平均得分: 4.25

得分: ['5', '5', '4', '3']

論文鏈接: https://openreview.net/forum?id=Y0MgRifqikY

[248]. Knapsack Pruning with Inner Distillation

平均得分: 4.25

得分: ['4', '4', '5', '4']

論文鏈接: https://openreview.net/forum?id=O9NAKC_MqMx

[249]. Reinforcement Learning for Flexibility Design Problems

平均得分: 4.25

得分: ['5', '4', '4', '4']

論文鏈接: https://openreview.net/forum?id=oAkujcqxJzW

[250]. Model-based Navigation in Environments with Novel Layouts Using Abstract $2$-D Maps

平均得分: 4.25

得分: ['6', '4', '4', '3']

論文鏈接: https://openreview.net/forum?id=_lV1OrJIgiG

[251]. Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data

平均得分: 4.25

得分: ['5', '5', '4', '3']

論文鏈接: https://openreview.net/forum?id=RgDq8-AwvtN

[252]. Structure and randomness in planning and reinforcement learning

平均得分: 4.2

得分: ['5', '3', '6', '3', '4']

論文鏈接: https://openreview.net/forum?id=UOOmHiXetC

[253]. Trust, but verify: model-based exploration in sparse reward environments

平均得分: 4

得分: ['4', '2', '6', '4']

論文鏈接: https://openreview.net/forum?id=DE0MSwKv32y

[254]. Play to Grade: Grading Interactive Coding Games as Classifying Markov Decision Process

平均得分: 4

得分: ['4', '3', '5']

論文鏈接: https://openreview.net/forum?id=GJkTaYTmzVS

[255]. Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning

平均得分: 4

得分: ['5', '3', '4', '4']

論文鏈接: https://openreview.net/forum?id=gDikr8MVsMF

[256]. Regret Bounds and Reinforcement Learning Exploration of EXP-based Algorithms

平均得分: 4

得分: ['4', '4', '4']

論文鏈接: https://openreview.net/forum?id=-5W5OBfFlwX

[257]. MDP Playground: Controlling Dimensions of Hardness in Reinforcement Learning

平均得分: 4

得分: ['4', '3', '4', '5']

論文鏈接: https://openreview.net/forum?id=axNDkxU9-6z

[258]. Intrinsically Guided Exploration in Meta Reinforcement Learning

平均得分: 4

得分: ['4', '4', '4', '4']

論文鏈接: https://openreview.net/forum?id=RwQZd8znR10

[259]. Adaptive N-step Bootstrapping with Off-policy Data

平均得分: 4

得分: ['4', '4', '3', '5']

論文鏈接: https://openreview.net/forum?id=bhngY7lHu_

[260]. FORK: A FORward-looKing Actor for Model-Free Reinforcement Learning

平均得分: 4

得分: ['5', '3', '5', '3']

論文鏈接: https://openreview.net/forum?id=lXW6Sk1075v

[261]. Measuring Progress in Deep Reinforcement Learning Sample Efficiency

平均得分: 4

得分: ['4', '5', '5', '2']

論文鏈接: https://openreview.net/forum?id=_QdvdkxOii6

[262]. Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning

平均得分: 4

得分: ['6', '3', '4', '3']

論文鏈接: https://openreview.net/forum?id=ToWi1RjuEr8

[263]. Joint State-Action Embedding for Efficient Reinforcement Learning

平均得分: 3.8

得分: ['5', '1', '4', '3', '6']

論文鏈接: https://openreview.net/forum?id=5USOVm2HkfG

[264]. Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering

平均得分: 3.75

得分: ['2', '4', '4', '5']

論文鏈接: https://openreview.net/forum?id=REKvFYIgwz9

[265]. Playing Atari with Capsule Networks: A systematic comparison of CNN and CapsNets-based agents.

平均得分: 3.75

得分: ['2', '4', '5', '4']

論文鏈接: https://openreview.net/forum?id=GeOIKynj_V

[266]. Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification

平均得分: 3.75

得分: ['4', '3', '3', '5']

論文鏈接: https://openreview.net/forum?id=e-ZdxsIwweR

[267]. Decorrelated Double Q-learning

平均得分: 3.75

得分: ['4', '3', '5', '3']

論文鏈接: https://openreview.net/forum?id=jcN7a3yZeQc

[268]. Learning to Dynamically Select Between Reward Shaping Signals

平均得分: 3.75

得分: ['5', '2', '4', '4']

論文鏈接: https://openreview.net/forum?id=NrN8XarA2Iz

[269]. Empirically Verifying Hypotheses Using Reinforcement Learning

平均得分: 3.75

得分: ['3', '3', '5', '4']

論文鏈接: https://openreview.net/forum?id=XbJiphOWXiU

[270]. Self-Supervised Continuous Control without Policy Gradient

平均得分: 3.75

得分: ['3', '4', '4', '4']

論文鏈接: https://openreview.net/forum?id=pNDvPXd1qUk

[271]. Dynamic Relational Inference in Multi-Agent Trajectories

平均得分: 3.75

得分: ['2', '4', '5', '4']

論文鏈接: https://openreview.net/forum?id=UV9kN3S4uTZ

[272]. Greedy Multi-Step Off-Policy Reinforcement Learning

平均得分: 3.75

得分: ['2', '4', '4', '5']

論文鏈接: https://openreview.net/forum?id=rAIkhjUK0Tx

[273]. Addressing Extrapolation Error in Deep Offline Reinforcement Learning

平均得分: 3.67

得分: ['3', '4', '4']

論文鏈接: https://openreview.net/forum?id=OCRKCul3eKN

[274]. Offline Policy Optimization with Variance Regularization

平均得分: 3.67

得分: ['3', '4', '4']

論文鏈接: https://openreview.net/forum?id=P3WG6p6Jnb

[275]. Fine-Tuning Offline Reinforcement Learning with Model-Based Policy Optimization

平均得分: 3.6

得分: ['3', '4', '4', '5', '2']

論文鏈接: https://openreview.net/forum?id=wiSgdeJ29ee

[276]. Learning to communicate through imagination with model-based deep multi-agent reinforcement learning

平均得分: 3.5

得分: ['3', '4', '4', '3']

論文鏈接: https://openreview.net/forum?id=boZj4g3Jocj

[277]. A Robust Fuel Optimization Strategy For Hybrid Electric Vehicles: A Deep Reinforcement Learning Based Continuous Time Design Approach

平均得分: 3.5

得分: ['3', '5', '4', '2']

論文鏈接: https://openreview.net/forum?id=LFs3CnHwfM

[278]. Deep Reinforcement Learning With Adaptive Combined Critics

平均得分: 3.5

得分: ['3', '3', '5', '3']

論文鏈接: https://openreview.net/forum?id=gtwVBChN8td

[279]. FSV: Learning to Factorize Soft Value Function for Cooperative Multi-Agent Reinforcement Learning

平均得分: 3.4

得分: ['2', '6', '2', '3', '4']

論文鏈接: https://openreview.net/forum?id=ijVgDcvLmZ

[280]. Success-Rate Targeted Reinforcement Learning by Disorientation Penalty

平均得分: 3.25

得分: ['2', '3', '4', '4']

論文鏈接: https://openreview.net/forum?id=rQYyXqHPgZR

[281]. Explainable Reinforcement Learning Through Goal-Based Explanations

平均得分: 3.25

得分: ['3', '3', '4', '3']

論文鏈接: https://openreview.net/forum?id=IlJbTsygaI6

[282]. Hierarchical Meta Reinforcement Learning for Multi-Task Environments

平均得分: 3.25

得分: ['3', '3', '4', '3']

論文鏈接: https://openreview.net/forum?id=u9ax42K7ND

[283]. Interpretable Meta-Reinforcement Learning with Actor-Critic Method

平均得分: 3.2

得分: ['4', '3', '4', '2', '3']

論文鏈接: https://openreview.net/forum?id=-RQVWPX73VP

[284]. Reinforcement Learning Based Asymmetrical DNN Modularization for Optimal Loading

平均得分: 3

得分: ['3', '2', '3', '4']

論文鏈接: https://openreview.net/forum?id=_qJXkf347k

[285]. Stochastic Inverse Reinforcement Learning

平均得分: 2.8

得分: ['2', '2', '4', '3', '3']

論文鏈接: https://openreview.net/forum?id=l3gNU1KStIC

[286]. Using Deep Reinforcement Learning to Train and Evaluate Instructional Sequencing Policies for an Intelligent Tutoring System

平均得分: 2.67

得分: ['2', '4', '2']

論文鏈接: https://openreview.net/forum?id=eIPsmKwTrIe

[287]. Guiding Representation Learning in Deep Generative Models with Policy Gradients

平均得分: 2.5

得分: ['2', '4', '3', '1']

論文鏈接: https://openreview.net/forum?id=sgNhTKrZjaT

完

往期精彩回顧適合初學者入門人工智能的路線及資料下載機器學習及深度學習筆記等資料打印機器學習在線手冊深度學習筆記專輯《統計學習方法》的代碼復現專輯 AI基礎下載機器學習的數學基礎專輯 獲取本站知識星球優惠券，復制鏈接直接打開： https://t.zsxq.com/y7uvZF6 本站qq群704220115。加入微信群請掃碼：

總結

以上是生活随笔為你收集整理的【论文相关】强化学习：提前看287篇ICLR-2021 深度强化学习领域论文得分汇总列表...的全部內容，希望文章能夠幫你解決所遇到的問題。

如果覺得生活随笔網站內容還不錯，歡迎將生活随笔推薦給好友。