SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–510 of 755 papers

TitleStatusHype
Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills—0
Boosting Offline Reinforcement Learning via Data Rebalancing—0
Boosting Offline Reinforcement Learning with Residual Generative Modeling—0
Bootstrapped Transformer for Offline Reinforcement Learning—0
BRAC+: Going Deeper with Behavior Regularized Offline Reinforcement Learning—0
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism—0
Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies—0
Budgeting Counterfactual for Offline RL—0
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains—0
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning—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