SOTAVerified

Offline RL

Papers

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Showing 321–330 of 755 papers

TitleStatusHype
Context-Former: Stitching via Latent Conditioned Sequence Modeling—0
Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models—0
AdaCred: Adaptive Causal Decision Transformers with Feature Crediting—0
A Tractable Inference Perspective of Offline RL—0
Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study—0
Exploiting Generalization in Offline Reinforcement Learning via Unseen State Augmentations—0
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning—0
Exclusively Penalized Q-learning for Offline Reinforcement Learning—0
Evaluation-Time Policy Switching for Offline Reinforcement Learning—0
Evaluation of Active Feature Acquisition Methods for Static Feature Settings—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