SOTAVerified

Offline RL

Papers

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Showing 371–380 of 755 papers

TitleStatusHype
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning—0
Context-Former: Stitching via Latent Conditioned Sequence Modeling—0
Contextual Transformer for Offline Meta Reinforcement Learning—0
Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning—0
Contrastive Learning as Goal-Conditioned Reinforcement Learning—0
Contrastive Value Learning: Implicit Models for Simple Offline RL—0
Corruption-Robust Offline Reinforcement Learning—0
CrowdPlay: Crowdsourcing human demonstration data for offline learning in Atari games—0
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning—0
CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning—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