SOTAVerified

Offline RL

Papers

Showing 181190 of 755 papers

TitleStatusHype
Efficient Planning in a Compact Latent Action SpaceCode1
Direct Preference-based Policy Optimization without Reward ModelingCode1
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction EstimationCode1
Discriminator-Weighted Offline Imitation Learning from Suboptimal DemonstrationsCode1
When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement LearningCode1
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-TuningCode1
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement LearningCode1
Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement LearningCode1
DMC-VB: A Benchmark for Representation Learning for Control with Visual DistractorsCode1
Guiding Online Reinforcement Learning with Action-Free Offline PretrainingCode1
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Benchmark Results

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