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CS297 ProposalAn AI for a Modification of Dou Di ZhuXuesong Luo (xuesong.luo@sjsu.edu) Advisor: Dr. Chris Pollett Description: Dou Di Zhu is a famous poker game in China. This poker game uses 54 cards (include 2 jokers), and it needs 3 players on 2 sides. One side is called Landlord of one player, another side is called peasants of 2 players. Each player has basic 17 random cards, and there are 3 extra random cards belong to Landlord. Training AI how to play and gamble this game would be a very interesting thing. This project is aim to create a multiple online poker game: Dou Di Zhu, and train the AI that can join the game to play with humans. Schedule:
Deliverables: The full project will be done when CS298 is completed. The following will be done by the end of CS297: 1. An online multiplayers game: Dou Di Zhu 2. Q-learning and card game 3. Develop a Q-learning algorithm based on the Dou Di Zhu 4. Reimplement an existing AI technique of Dou Di Zhu 5. CS 297 report References: [2019] Yang You, Liangwei Li, Baisong Guo, Weiming Wang, Cewu Lu. "Combinational Q-Learning for Dou Di Zhu", arXiv:1901.08925 [2017] Renzhi Wu, Shuai Liu, Shuqin Li, Meng Ding. "The design and Implementation of a Computer Game Algorithm of Do Dizhu", IEEE [Unknown] Zhennan Yan, Xiang Yu, Tinglin Liu, Xiaoye Han. Fight the Landlord (Dou Di Zhu). |