SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 491–500 of 755 papers

TitleStatusHype
IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control—0
Is Conditional Generative Modeling all you need for Decision-Making?—0
Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective—0
Is Pessimism Provably Efficient for Offline RL?—0
KAN v.s. MLP for Offline Reinforcement Learning—0
Know Your Boundaries: The Necessity of Explicit Behavioral Cloning in Offline RL—0
Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics—0
Language-Conditioned Offline RL for Multi-Robot Navigation—0
Large Language Model driven Policy Exploration for Recommender Systems—0
Large-Scale Retrieval for Reinforcement Learning—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