SOTAVerified

Offline RL

Papers

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Showing 751–755 of 755 papers

TitleStatusHype
Order-Optimal Instance-Dependent Bounds for Offline Reinforcement Learning with Preference Feedback—0
Out-of-Distribution Adaptation in Offline RL: Counterfactual Reasoning via Causal Normalizing Flows—0
Overcoming Model Bias for Robust Offline Deep Reinforcement Learning—0
Pareto Policy Pool for Model-based Offline Reinforcement Learning—0
Particle Based Stochastic Policy Optimization—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