SOTAVerified

Offline RL

Papers

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Showing 71–80 of 755 papers

TitleStatusHype
Resilient UAV Trajectory Planning via Few-Shot Meta-Offline Reinforcement Learning—0
Flexible Blood Glucose Control: Offline Reinforcement Learning from Human Feedback—0
Data Center Cooling System Optimization Using Offline Reinforcement Learning—0
Fat-to-Thin Policy Optimization: Offline RL with Sparse PoliciesCode0
Large Language Model driven Policy Exploration for Recommender Systems—0
DRDT3: Diffusion-Refined Decision Test-Time Training Model—0
SR-Reward: Taking The Path More Traveled—0
On the Statistical Complexity for Offline and Low-Adaptive Reinforcement Learning with Structures—0
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning—0
Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RLCode0
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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