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Offline RL

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 751–755 of 755 papers

Title	Date	Tasks	Status	Hype
A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement Learning	Nov 21, 2022	Deep Reinforcement LearningOffline RL	CodeCode Available	0
Behavior Estimation from Multi-Source Data for Offline Reinforcement Learning	Nov 29, 2022	Offline RLreinforcement-learning	CodeCode Available	0
TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets	Dec 5, 2022	D4RLMuJoCo	CodeCode Available	0
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning	Nov 29, 2021	Offline RLreinforcement-learning	CodeCode Available	0
Robust Reinforcement Learning Objectives for Sequential Recommender Systems	May 30, 2023	Offline RLRecommendation Systems	CodeCode Available	0

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All datasets D4RL Walker2d

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KFC	Average Reward	81.8	—	Unverified
2	ADMPO	Average Reward	81	—	Unverified
3	Decision Transformer (DT)	Average Reward	73.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ParPI	D4RL Normalized Score	151.4	—	Unverified