CFR-MIX: Solving imperfect information extensive-form games with combinatorial action space

• المؤلفون الرئيسيون: LI, Shuxin, ZHANG, Youzhi, WANG, Xinrun, XUE, Wanqi, AN, Bo
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2021
• الموضوعات: Security and privacy; noncooperative games; Computational sustainability; Artificial Intelligence and Robotics; Theory and Algorithms
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/9138; https://ink.library.smu.edu.sg/context/sis_research/article/10141/viewcontent/CFR_MIX_pvoa.pdf
• المؤسسة: Singapore Management University

In many real-world scenarios, a team of agents must coordinate with each other to compete against an opponent. The challenge of solving this type of game is that the team's joint action space grows exponentially with the number of agents, which results in the inefficiency of the existing algori...