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Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement
  Learning with General Function Approximation

Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation

7 December 2023
Jiayi Huang
Han Zhong
Liwei Wang
Lin F. Yang
ArXiv (abs)PDFHTMLGithub

Papers citing "Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation"

2 / 2 papers shown
ORVIT: Near-Optimal Online Distributionally Robust Reinforcement Learning
ORVIT: Near-Optimal Online Distributionally Robust Reinforcement Learning
Debamita Ghosh
George Atia
Yue Wang
OffRLOOD
435
3
0
05 Aug 2025
Distributionally Robust Reinforcement Learning with Interactive Data
  Collection: Fundamental Hardness and Near-Optimal Algorithm
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal AlgorithmNeural Information Processing Systems (NeurIPS), 2024
Miao Lu
Han Zhong
Tong Zhang
Jose H. Blanchet
OffRLOOD
283
22
0
04 Apr 2024
1
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