SOTAVerified

Offline RL

Papers

Showing 441450 of 755 papers

TitleStatusHype
A Tractable Inference Perspective of Offline RL0
Robust Offline Reinforcement learning with Heavy-Tailed RewardsCode0
Bridging Distributionally Robust Learning and Offline RL: An Approach to Mitigate Distribution Shift and Partial Data CoverageCode0
Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning0
Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation0
Finetuning Offline World Models in the Real World0
Corruption-Robust Offline Reinforcement Learning with General Function ApproximationCode0
Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning0
Building Persona Consistent Dialogue Agents with Offline Reinforcement LearningCode0
End-to-end Offline Reinforcement Learning for Glycemia Control0
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Benchmark Results

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