SOTAVerified

Offline RL

Papers

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Showing 241–250 of 755 papers

TitleStatusHype
Federated Offline Reinforcement Learning—0
Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices—0
Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching—0
Finer Behavioral Foundation Models via Auto-Regressive Features and Advantage Weighting—0
Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions—0
Finetuning Offline World Models in the Real World—0
Enhanced DACER Algorithm with High Diffusion Efficiency—0
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning—0
Energy-Weighted Flow Matching for Offline Reinforcement Learning—0
Comparing Model-free and Model-based Algorithms 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