SOTAVerified

Offline RL

Papers

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Showing 141–150 of 755 papers

TitleStatusHype
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
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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