SOTAVerified

Offline RL

Papers

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Showing 301–310 of 755 papers

TitleStatusHype
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning—0
ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning—0
Diffusion-Based Offline RL for Improved Decision-Making in Augmented ARC Task—0
Diffused Task-Agnostic Milestone Planner—0
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs—0
Accelerating Diffusion Models in Offline RL via Reward-Aware Consistency Trajectory Distillation—0
DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching—0
DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning—0
BRAC+: Going Deeper with Behavior Regularized Offline Reinforcement Learning—0
Bootstrapped Transformer 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