Solving Imperfect-Information Games via Discounted Regret Minimization

11 September 2018

Papers citing "Solving Imperfect-Information Games via Discounted Regret Minimization"

23 / 23 papers shown

Title
Approximating Nash Equilibria in General-Sum Games via Meta-Learning David Sychrovský Christopher Solinas Revan MacQueen Kevin Wang James Wright Nathan R Sturtevant Michael Bowling 23 0 0 26 Apr 2025
A Survey on Self-play Methods in Reinforcement Learning Chao Yu Zelai Xu Chengdong Ma Chao Yu Weijuan Tu ... Deheng Ye Wenbo Ding Yaodong Yang Yu Wang Yu Wang SyDa SSL OnRL 58 8 0 02 Aug 2024
RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning Boning Li Zhixuan Fang Longbo Huang 23 0 0 07 Mar 2024
Understanding Iterative Combinatorial Auction Designs via Multi-Agent Reinforcement Learning G. dÉon N. Newman Kevin Leyton-Brown 32 0 0 29 Feb 2024
Learning not to Regret David Sychrovský Michal Sustr Elnaz Davoodi Michael Bowling Marc Lanctot Martin Schmid 37 3 0 02 Mar 2023
Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments Tung Thai Mingyu Shen M. Garg Ayush Kalani Nakul Vaidya ... Neeraj Varshney Chitta Baral Subbarao Kambhampati Jivko Sinapov matthias. scheutz 34 0 0 28 Feb 2023
Offline Equilibrium Finding Shuxin Li Xinrun Wang Youzhi Zhang Jakub Cerny Pengdeng Li Hau Chan Bo An OffRL 46 2 0 12 Jul 2022
The Power of Regularization in Solving Extensive-Form Games Ming-Yu Liu Asuman Ozdaglar Tiancheng Yu Kaipeng Zhang 24 20 0 19 Jun 2022
Generalized Bandit Regret Minimizer Framework in Imperfect Information Extensive-Form Game Lin Meng Yang Gao 41 1 0 11 Mar 2022
Anytime PSRO for Two-Player Zero-Sum Games Stephen Marcus McAleer Kevin A. Wang John Lanier Marc Lanctot Pierre Baldi T. Sandholm Roy Fox 24 12 0 19 Jan 2022
Uncoupled Bandit Learning towards Rationalizability: Benchmarks, Barriers, and Algorithms Jibang Wu Haifeng Xu Fan Yao 24 1 0 10 Nov 2021
Last-iterate Convergence in Extensive-Form Games Chung-Wei Lee Christian Kroer Haipeng Luo 17 39 0 27 Jun 2021
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Daochen Zha Jingru Xie Wenye Ma Sheng Zhang Xiangru Lian Xia Hu Ji Liu 16 117 0 11 Jun 2021
Simple Uncoupled No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium Gabriele Farina A. Celli A. Marchesi N. Gatti 14 33 0 04 Apr 2021
Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games Gabriele Farina Robin Schmucker T. Sandholm 26 21 0 08 Mar 2021
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games Noam Brown A. Bakhtin Adam Lerer Qucheng Gong 20 133 0 27 Jul 2020
Unlocking the Potential of Deep Counterfactual Value Networks Ryan Zarick Bryan Pellegrino Noam Brown Caleb Banister OffRL 24 18 0 20 Jul 2020
DREAM: Deep Regret minimization with Advantage baselines and Model-free learning Eric Steinberger Adam Lerer Noam Brown 33 53 0 18 Jun 2020
Stochastic Regret Minimization in Extensive-Form Games Gabriele Farina Christian Kroer T. Sandholm 19 29 0 19 Feb 2020
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium Gabriele Farina Chun Kai Ling Fei Fang T. Sandholm 20 15 0 28 Oct 2019
Stable-Predictive Optimistic Counterfactual Regret Minimization Gabriele Farina Christian Kroer Noam Brown T. Sandholm 27 34 0 13 Feb 2019
Lazy-CFR: fast and near optimal regret minimization for extensive games with imperfect information Yichi Zhou Tongzheng Ren J. Li Dong Yan Jun Zhu 16 13 0 10 Oct 2018
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games Gabriele Farina Christian Kroer T. Sandholm 22 59 0 10 Sep 2018