Xiaotian Liu

Peking University

  • Peking University

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management

Rotman School of Management Working Paper No. 4262186
Number of pages: 39 Posted: 05 Dec 2022
Xiaotian Liu, Ming Hu, Yijie Peng and Yaodong Yang
Peking University, University of Toronto - Rotman School of Management, Peking University and Peking University
Downloads 188 (246,112)

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Multi-Echelon Inventory Management, Multi-Agent Deep Reinforcement Learning, Bullwhip Effect

2.

Training Deep Q-Network via Monte Carlo Tree Search for Adaptive Bitrate Control in Video Delivery

Number of pages: 40 Posted: 11 Dec 2022
Xiaotian Liu, Henry Lam and Yijie Peng
Peking University, Columbia University and Peking University
Downloads 13 (836,242)

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video delivery, reinforcement learning, deep Q network, monte carlo tree search, common random number