AlphaZeroによる完全情報ゲームの理論値と最適戦略の学習

Products Report

• Project/Area Number: 20K19946
• Research Category: Grant-in-Aid for Early-Career Scientists
• Allocation Type: Multi-year Fund
• Review Section: Basic Section 62040:Entertainment and game informatics-related
• Research Institution: Japan Advanced Institute of Science and Technology
• Principal Investigator: HSUEH Chu Hsuan 北陸先端科学技術大学院大学, 先端科学技術研究科, 助教 (30847497)
• Project Period (FY): 2020-04-01 – 2022-03-31

Research Products

• [Journal Article] Analyses of Tabular AlphaZero on Strongly-Solved Stochastic Games (2023)
  • Author(s): Chu-Hsuan Hsueh, Kokolo Ikeda, I-Chen Wu, Jr-Chang Chen, Tsan-sheng Hsu
  • Journal Title: IEEE Access Volume: 11 Pages: 18157-18182
  • DOI: 10.1109/ACCESS.2023.3246638
  • Peer Reviewed / Open Access / Int'l Joint Research