SOTAVerified

Offline RL

Papers

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Showing 491–500 of 755 papers

TitleStatusHype
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning—0
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning—0
Behavioral Priors and Dynamics Models: Improving Performance and Domain Transfer in Offline RL—0
Behavior Regularized Offline Reinforcement Learning—0
Behaviour Discovery and Attribution for Explainable Reinforcement Learning—0
Bellman Residual Orthogonalization for Offline Reinforcement Learning—0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation—0
Benchmarks and Algorithms for Offline Preference-Based Reward Learning—0
Benchmarks for Reinforcement Learning with Biased Offline Data and Imperfect Simulators—0
Bi-Level Offline Policy Optimization with Limited Exploration—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