SOTAVerified

Offline RL

Papers

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Showing 381–390 of 755 papers

TitleStatusHype
Should I Run Offline Reinforcement Learning or Behavioral Cloning?—0
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters—0
Single-Shot Pruning for Offline Reinforcement Learning—0
Data-Incremental Continual Offline Reinforcement Learning—0
Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning—0
SLiC-HF: Sequence Likelihood Calibration with Human Feedback—0
Solving Continual Offline Reinforcement Learning with Decision Transformer—0
Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces—0
Sparsity-based Safety Conservatism for Constrained Offline Reinforcement Learning—0
SR-Reward: Taking The Path More Traveled—0
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All datasetsD4RLWalker2d

Benchmark Results

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