SOTAVerified

Offline RL

Papers

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Showing 391–400 of 755 papers

TitleStatusHype
State Advantage Weighting for Offline RL—0
State-Aware Proximal Pessimistic Algorithms for Offline Reinforcement Learning—0
State Regularized Policy Optimization on Data with Dynamics Shift—0
Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments—0
Streetwise Agents: Empowering Offline RL Policies to Outsmart Exogenous Stochastic Disturbances in RTC—0
Striving for Simplicity in Off-Policy Deep Reinforcement Learning—0
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning—0
Survival Instinct in Offline Reinforcement Learning—0
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning—0
Taming OOD Actions for Offline Reinforcement Learning: An Advantage-Based Approach—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