SOTAVerified

Offline RL

Papers

Showing 5160 of 755 papers

TitleStatusHype
Reliable Conditioning of Behavioral Cloning for Offline Reinforcement LearningCode1
Consistency Models as a Rich and Efficient Policy Class for Reinforcement LearningCode1
Conservative Q-Learning for Offline Reinforcement LearningCode1
Deployment-Efficient Reinforcement Learning via Model-Based Offline OptimizationCode1
Are Expressive Models Truly Necessary for Offline RL?Code1
AdaCat: Adaptive Categorical Discretization for Autoregressive ModelsCode1
Batch Exploration with Examples for Scalable Robotic Reinforcement LearningCode1
Zero-Shot Reinforcement Learning from Low Quality DataCode1
Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive RecommendationCode1
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement LearningCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KFCAverage Reward81.8Unverified
2ADMPOAverage Reward81Unverified
3Decision Transformer (DT)Average Reward73.5Unverified
#ModelMetricClaimedVerifiedStatus
1ParPID4RL Normalized Score151.4Unverified