SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–660 of 755 papers

TitleStatusHype
Launchpad: Learning to Schedule Using Offline and Online RL Methods—0
Learning Dexterous Manipulation from Suboptimal Experts—0
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning—0
Learning to Clarify by Reinforcement Learning Through Reward-Weighted Fine-Tuning—0
Learning to Influence Human Behavior with Offline Reinforcement Learning—0
Learning to View: Decision Transformers for Active Object Detection—0
Learning Value Functions from Undirected State-only Experience—0
Leveraging Domain-Unlabeled Data in Offline Reinforcement Learning across Two Domains—0
Leveraging Offline Data in Online Reinforcement Learning—0
Leveraging Optimal Transport for Enhanced Offline Reinforcement Learning in Surgical Robotic Environments—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