SOTAVerified

Offline RL

Papers

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Showing 281–290 of 755 papers

TitleStatusHype
DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement Learning—0
Domain Generalization for Robust Model-Based Offline Reinforcement Learning—0
Prior-Guided Diffusion Planning for Offline Reinforcement Learning—0
IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control—0
Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective—0
Learning Dexterous Manipulation from Suboptimal Experts—0
Domain Adaptation for Offline Reinforcement Learning with Limited Samples—0
Can Offline Reinforcement Learning Help Natural Language Understanding?—0
Diverse Transformer Decoding for Offline Reinforcement Learning Using Financial Algorithmic Approaches—0
Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation—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