SOTAVerified

Offline RL

Papers

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Showing 451–460 of 755 papers

TitleStatusHype
Uncertainty Estimation Using Riemannian Model~Dynamics for Offline Reinforcement Learning—0
Generalize by Touching: Tactile Ensemble Skill Transfer for Robotic Furniture Assembly—0
Generative Probabilistic Planning for Optimizing Supply Chain Networks—0
GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning—0
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning—0
Learning Goal-Conditioned Policies from Sub-Optimal Offline Data via Metric Learning—0
Goal-Conditioned Predictive Coding for Offline Reinforcement Learning—0
Graph Decision Transformer—0
GriddlyJS: A Web IDE for Reinforcement Learning—0
Guided Data Augmentation for Offline Reinforcement Learning and Imitation 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