连续21点:均衡、偏离与适应性策略
Continuous Blackjack: Equilibrium, Deviation and Adaptive Strategy
摘要:
我们介绍一个经典的扑克游戏二十一点的变种-连续二十一点。我们研究了纳什均衡以及局中人偏离纳什均衡的情形,然后重点研究了一大类适应性策略,得到了一个无模型策略。最后,我们将强化学习技术应用到游戏中,并解决了几个相关的工程挑战。
英文摘要:
We introduce a variant of the classic poker game blackjack -- the continuous blackjack. We study the Nash Equilibrium as well as the case where players deviate from it. We then pivot to the study of a large class of adaptive strategies and obtain a model-free strategy. Finally, we apply reinforcement learning techniques to the game and address several associated engineering challenges.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。