Provable Sim-to-real Transfer in Continuous Domain with Partial
Observations

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Provable Sim-to-real Transfer in Continuous Domain with Partial Observations

27 October 2022

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Papers citing "Provable Sim-to-real Transfer in Continuous Domain with Partial Observations"

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Title
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation Jianliang He Han Zhong Zhuoran Yang 65 6 0 19 Apr 2024
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithm Miao Lu Han Zhong Tong Zhang Jose H. Blanchet OffRL OOD 102 10 0 04 Apr 2024
Advancing Investment Frontiers: Industry-grade Deep Reinforcement Learning for Portfolio Optimization Philip Ndikum Serge Ndikum 109 1 0 27 Feb 2024
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption Rui Yang Han Zhong Jiawei Xu Amy Zhang Chong Zhang Lei Han Tong Zhang OffRL OnRL 86 18 0 19 Oct 2023
Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage Jose H. Blanchet Miao Lu Tong Zhang Han Zhong OffRL 121 32 0 16 May 2023