SOTAVerified

Offline RL

Papers

Showing 521530 of 755 papers

TitleStatusHype
Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage0
Towards Generalizable Reinforcement Learning for Trade Execution0
Explaining RL Decisions with TrajectoriesCode0
What can online reinforcement learning with function approximation benefit from general coverage conditions?0
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
Understanding Reinforcement Learning Algorithms: The Progress from Basic Q-learning to Proximal Policy Optimization0
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Benchmark Results

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