SOTAVerified

Offline RL

Papers

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Showing 401–410 of 755 papers

TitleStatusHype
Diffusion-Based Offline RL for Improved Decision-Making in Augmented ARC Task—0
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning—0
Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning—0
Diffusion Self-Weighted Guidance for Offline Reinforcement Learning—0
Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning—0
Distributionally Robust Model-Based Offline Reinforcement Learning with Near-Optimal Sample Complexity—0
Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation—0
Diverse Transformer Decoding for Offline Reinforcement Learning Using Financial Algorithmic Approaches—0
Domain Adaptation for Offline Reinforcement Learning with Limited Samples—0
Domain Generalization for Robust Model-Based 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