SOTAVerified

Offline RL

Papers

Showing 131140 of 755 papers

TitleStatusHype
When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement LearningCode1
Don't Change the Algorithm, Change the Data: Exploratory Data for Offline Reinforcement LearningCode1
CROP: Conservative Reward for Model-based Offline Policy OptimizationCode1
Critic Regularized RegressionCode1
Behavior Proximal Policy OptimizationCode1
Diffusion Policies creating a Trust Region for Offline Reinforcement LearningCode1
Behavior Transformers: Cloning k modes with one stoneCode1
Direct Preference-based Policy Optimization without Reward ModelingCode1
Curriculum Offline Imitation LearningCode1
Critic-Guided Decision Transformer for Offline Reinforcement LearningCode1
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Benchmark Results

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