SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 121–130 of 755 papers

TitleStatusHype
Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare—0
The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability—0
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization—0
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model PretrainingCode1
DMC-VB: A Benchmark for Representation Learning for Control with Visual DistractorsCode1
OffRIPP: Offline RL-based Informative Path Planning—0
Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm—0
KAN v.s. MLP for Offline Reinforcement Learning—0
Q-value Regularized Decision ConvFormer for Offline Reinforcement Learning—0
Enhancing Cross-domain Pre-Trained Decision Transformers with Adaptive Attention—0
Show:102550
← PrevPage 13 of 76Next →
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