SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 691–700 of 755 papers

TitleStatusHype
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies—0
Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare—0
Offline Inverse Reinforcement Learning—0
Offline Model-Based Reinforcement Learning with Anti-Exploration—0
Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization—0
Offline Multi-task Transfer RL with Representational Penalization—0
Offline Policy Evaluation and Optimization under Confounding—0
Offline Policy Evaluation for Reinforcement Learning with Adaptively Collected Data—0
Offline Policy Optimization in RL with Variance Regularizaton—0
Offline Policy Optimization with Variance 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