SOTAVerified

Offline RL

Papers

Showing 391400 of 755 papers

TitleStatusHype
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal RepresentationCode1
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?Code0
Robust Reinforcement Learning Objectives for Sequential Recommender SystemsCode0
Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism0
MADiff: Offline Multi-agent Learning with Diffusion ModelsCode1
The Benefits of Being Distributional: Small-Loss Bounds for Reinforcement LearningCode0
Beyond Reward: Offline Preference-guided Policy OptimizationCode0
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement LearningCode1
Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language ModelsCode1
When should we prefer Decision Transformers for Offline Reinforcement Learning?Code1
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Benchmark Results

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