SOTAVerified

Offline RL

Papers

Showing 8190 of 755 papers

TitleStatusHype
Robotic Manipulation Datasets for Offline Compositional Reinforcement LearningCode1
Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive RecommendationCode1
Model-Bellman Inconsistency for Model-based Offline Reinforcement LearningCode1
Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory WeightingCode1
Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement LearningCode1
Policy Regularization with Dataset Constraint for Offline Reinforcement LearningCode1
Decoupled Prioritized Resampling for Offline RLCode1
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RLCode1
Improving and Benchmarking Offline Reinforcement Learning AlgorithmsCode1
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal RepresentationCode1
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Benchmark Results

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