SOTAVerified

Offline RL

Papers

Showing 311320 of 755 papers

TitleStatusHype
Bootstrapped Transformer for Offline Reinforcement Learning0
How to Provably Improve Return Conditioned Supervised Learning?0
Leveraging Optimal Transport for Enhanced Offline Reinforcement Learning in Surgical Robotic Environments0
Boosting Offline Reinforcement Learning with Residual Generative Modeling0
DIAR: Diffusion-model-guided Implicit Q-learning with Adaptive Revaluation0
A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning0
Dialogue Evaluation with Offline Reinforcement Learning0
Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm0
Boosting Offline Reinforcement Learning via Data Rebalancing0
Addressing Extrapolation Error in Deep Offline Reinforcement Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KFCAverage Reward81.8Unverified
2ADMPOAverage Reward81Unverified
3Decision Transformer (DT)Average Reward73.5Unverified
#ModelMetricClaimedVerifiedStatus
1ParPID4RL Normalized Score151.4Unverified