SOTAVerified

Offline RL

Papers

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Showing 331–340 of 755 papers

TitleStatusHype
Learning to View: Decision Transformers for Active Object Detection—0
Learning Value Functions from Undirected State-only Experience—0
Boosting Offline Reinforcement Learning with Residual Generative Modeling—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
Minimax-Optimal Reward-Agnostic Exploration in Reinforcement Learning—0
Launchpad: Learning to Schedule Using Offline and Online RL Methods—0
Leveraging Optimal Transport for Enhanced Offline Reinforcement Learning in Surgical Robotic Environments—0
Deploying Offline Reinforcement Learning with Human Feedback—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