SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 755 papers

TitleStatusHype
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
The Role of Deep Learning Regularizations on Actors in Offline RLCode0
Tractable Offline Learning of Regular Decision Processes—0
Enhancing Sample Efficiency and Exploration in Reinforcement Learning through the Integration of Diffusion Models and Proximal Policy OptimizationCode2
Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning—0
Optimization Solution Functions as Deterministic Policies for Offline Reinforcement Learning—0
Unsupervised-to-Online Reinforcement Learning—0
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning—0
Leveraging Unlabeled Data Sharing through Kernel Function Approximation in Offline Reinforcement LearningCode0
Domain Adaptation for Offline Reinforcement Learning with Limited Samples—0
Preference-Guided Reflective Sampling for Aligning Language ModelsCode0
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning BenchmarksCode2
Offline Model-Based Reinforcement Learning with Anti-Exploration—0
Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba—0
Enhancing Reinforcement Learning Through Guided Search—0
Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds—0
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning—0
Experimental evaluation of offline reinforcement learning for HVAC control in buildingsCode0
Hybrid Reinforcement Learning Breaks Sample Size Barriers in Linear MDPs—0
Consistent time travel for realistic interactions with historical data: reinforcement learning for market making—0
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning—0
Show:102550
← PrevPage 6 of 31Next →
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