SOTAVerified

Offline RL

Papers

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Showing 741–750 of 755 papers

TitleStatusHype
Offline Preference-Based Apprenticeship Learning—0
OPAL: Offline Primitive Discovery for Accelerating Offline Reinforcement Learning—0
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators—0
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian—0
Binary Reward Labeling: Bridging Offline Preference and Reward-Based Reinforcement Learning—0
Optimal Single-Policy Sample Complexity and Transient Coverage for Average-Reward Offline RL—0
Optimistic Model Rollouts for Pessimistic Offline Policy Optimization—0
Optimization Solution Functions as Deterministic Policies for Offline Reinforcement Learning—0
Optimizing Trajectories for Highway Driving with Offline Reinforcement Learning—0
Oracle Inequalities for Model Selection in 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