SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 671–680 of 755 papers

TitleStatusHype
You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL—0
BRAC+: Improved Behavior Regularized Actor Critic for Offline Reinforcement LearningCode0
Offline Reinforcement Learning for Large Scale Language Action Spaces—0
Reward Shifting for Optimistic Exploration and Conservative Exploitation—0
Semi-supervised Offline Reinforcement Learning with Pre-trained Decision Transformers—0
Should I Run Offline Reinforcement Learning or Behavioral Cloning?—0
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning—0
Targeted Environment Design from Offline Data—0
The Essential Elements of Offline RL via Supervised Learning—0
CrowdPlay: Crowdsourcing human demonstration data for offline learning in Atari games—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