SOTAVerified

Offline RL

Papers

Showing 411420 of 755 papers

TitleStatusHype
Masked Trajectory Models for Prediction, Representation, and ControlCode1
Federated Ensemble-Directed Offline Reinforcement LearningCode1
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in HealthcareCode1
What can online reinforcement learning with function approximation benefit from general coverage conditions?0
IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion PoliciesCode1
Using Offline Data to Speed Up Reinforcement Learning in Procedurally Generated EnvironmentsCode0
Minimax-Optimal Reward-Agnostic Exploration in Reinforcement Learning0
Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement LearningCode0
Unified Emulation-Simulation Training Environment for Autonomous Cyber Agents0
Enabling A Network AI Gym for Autonomous Cyber Agents0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KFCAverage Reward81.8Unverified
2ADMPOAverage Reward81Unverified
3Decision Transformer (DT)Average Reward73.5Unverified
#ModelMetricClaimedVerifiedStatus
1ParPID4RL Normalized Score151.4Unverified