SOTAVerified

Offline RL

Papers

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Showing 311–320 of 755 papers

TitleStatusHype
Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning—0
Unsupervised-to-Online Reinforcement Learning—0
Optimization Solution Functions as Deterministic Policies for Offline Reinforcement Learning—0
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning—0
Preference-Guided Reflective Sampling for Aligning Language ModelsCode0
Domain Adaptation for Offline Reinforcement Learning with Limited Samples—0
Leveraging Unlabeled Data Sharing through Kernel Function Approximation in Offline Reinforcement LearningCode0
Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba—0
Offline Model-Based Reinforcement Learning with Anti-Exploration—0
Enhancing Reinforcement Learning Through Guided Search—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