Machine Learning · Computer Science
Deep (Predictive) Discounted Counterfactual Regret Minimization
Hang Xu, Kai Li, Haobo Fu, Qiang Fu +2
2025-11-12
Machine Learning · Computer Science
Lazy-CFR: fast and near optimal regret minimization for extensive games with imperfect information
Yichi Zhou, Tongzheng Ren, Jialian Li, Dong Yan +1
2018-12-27
Artificial Intelligence · Computer Science
CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space
Shuxin Li, Youzhi Zhang, Xinrun Wang, Wanqi Xue +1
2021-05-19
Artificial Intelligence · Computer Science
Deep Counterfactual Regret Minimization
Noam Brown, Adam Lerer, Sam Gross, Tuomas Sandholm
2019-05-23
Computer Science and Game Theory · Computer Science
Solving imperfect-information games via exponential counterfactual regret minimization
Huale Li, Xuan Wang, Shuhan Qi, Jiajia Zhang +3
2020-12-07
Machine Learning · Computer Science
Faster Game Solving via Asymmetry of Step Sizes
Linjian Meng, Tianpei Yang, Youzhi Zhang, Zhenxing Ge +1
2025-11-14
Machine Learning · Computer Science
RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning
Huale Li, Xuan Wang, Fengwei Jia, Yifan Li +3
2020-09-15
Artificial Intelligence · Computer Science
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play
Ju Qi, Falin Hei, Ting Feng, Dengbing Yi +2
2024-10-29
Computer Science and Game Theory · Computer Science
Combining Counterfactual Regret Minimization with Information Gain to Solve Extensive Games with Unknown Environments
Chen Qiu, Xuan Wang, Tianzi Ma, Yaojun Wen +1
2024-10-30
Computer Science and Game Theory · Computer Science
No-Regret Learning in Extensive-Form Games with Imperfect Recall
Marc Lanctot, Richard Gibson, Neil Burch, Martin Zinkevich +1
2012-05-04
Machine Learning · Computer Science
Reevaluating Policy Gradient Methods for Imperfect-Information Games
Max Rudolph, Nathan Lichtle, Sobhan Mohammadpour, Alexandre Bayen +5
2026-05-28
Machine Learning · Computer Science
Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent
Hang Xu, Kai Li, Bingyun Liu, Haobo Fu +3
2024-05-15
Computer Science and Game Theory · Computer Science
Efficient Last-iterate Convergence Algorithms in Solving Games
Linjian Meng, Youzhi Zhang, Zhenxing Ge, Shangdong Yang +5
2025-03-19
Artificial Intelligence · Computer Science
Double Neural Counterfactual Regret Minimization
Hui Li, Kailiang Hu, Zhibang Ge, Tao Jiang +2
2018-12-31