SOTAVerified

Offline RL

Papers

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Showing 711–720 of 755 papers

TitleStatusHype
Offline Reinforcement Learning Hands-On—0
Offline Reinforcement Learning Under Value and Density-Ratio Realizability: The Power of Gaps—0
Offline Reinforcement Learning with Realizability and Single-policy Concentrability—0
Offline Reinforcement Learning with Differential Privacy—0
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes—0
Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient—0
Offline Reinforcement Learning with Additional Covering Distributions—0
Offline Reinforcement Learning with Imbalanced Datasets—0
Offline Reinforcement Learning with Behavioral Supervisor Tuning—0
Offline Reinforcement Learning with Adaptive Behavior Regularization—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