SOTAVerified

Offline RL

Papers

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Showing 321–330 of 755 papers

TitleStatusHype
Learning to Influence Human Behavior with Offline Reinforcement Learning—0
Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm—0
Boosting Offline Reinforcement Learning via Data Rebalancing—0
Learning to Clarify by Reinforcement Learning Through Reward-Weighted Fine-Tuning—0
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning—0
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization—0
Learning Dexterous Manipulation from Suboptimal Experts—0
Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills—0
Dialogue Evaluation with Offline Reinforcement Learning—0
Launchpad: Learning to Schedule Using Offline and Online RL Methods—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