NeuPL: Neural Population Learning

NeuPL: Neural Population Learning

International Conference on Learning Representations (ICLR), 2022

15 February 2022

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Papers citing "NeuPL: Neural Population Learning"

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Title
A Survey on Self-play Methods in Reinforcement Learning Chao Yu Zelai Xu Chengdong Ma Chao Yu Weijuan Tu ... Deheng Ye Wenbo Ding Wenbo Ding Yu Wang Yu Wang SyDa SSL OnRL 586 21 0 02 Aug 2024
Rethinking Teacher-Student Curriculum Learning through the Cooperative Mechanics of Experience Manfred Diaz Liam Paull Andrea Tacchetti 315 1 0 03 Apr 2024
Bridging the Gap between Discrete Agent Strategies in Game Theory and Continuous Motion Planning in Dynamic Environments Hongrui Zheng Zhijun Zhuang Stephanie Wu Shuo Yang Rahul Mangharam 253 3 0 17 Mar 2024
Deep Reinforcement Learning for Autonomous Cyber Operations: A Survey Gregory Palmer Chris Parry Daniel J.B. Harrold Chris Willis AI4CE 224 1 0 11 Oct 2023
Diversifying AI: Towards Creative Chess with AlphaZero Tom Zahavy Vivek Veeriah Shaobo Hou Kevin Waugh Matthew Lai Edouard Leurent Nenad Tomašev Lisa Schut Demis Hassabis Satinder Singh 235 20 0 17 Aug 2023
Policy Space Diversity for Non-Transitive GamesNeural Information Processing Systems (NeurIPS), 2023 Jian Yao Weiming Liu Haobo Fu Yaodong Yang Alexander Shmakov Qiang Fu Wei Yang 237 19 0 29 Jun 2023
Learning Diverse Risk Preferences in Population-based Self-playAAAI Conference on Artificial Intelligence (AAAI), 2023 Y. Jiang Qihan Liu Xiaoteng Ma Chenghao Li Yiqin Yang Jun Yang Bin Liang Qianchuan Zhao 336 8 0 19 May 2023
Price of Anarchy in a Double-Sided Critical Distribution SystemAdaptive Agents and Multi-Agent Systems (AAMAS), 2023 David Sychrovský Jakub Cerny Sylvain Lichau Martin Loebl 91 1 0 20 Feb 2023
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-PlayAdaptive Agents and Multi-Agent Systems (AAMAS), 2023 Fanqing Lin Shiyu Huang Tim Pearce Wenze Chen Weijuan Tu 224 30 0 15 Feb 2023
Anticipatory Fictitious PlayInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Alex Cloud Albert Wang W. Kerr 126 1 0 20 Dec 2022
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium SolversNeural Information Processing Systems (NeurIPS), 2022 Luke Marris I. Gemp Thomas W. Anthony Andrea Tacchetti Siqi Liu K. Tuyls 243 15 0 17 Oct 2022
Developing, Evaluating and Scaling Learning Agents in Multi-Agent EnvironmentsAI Communications (AC), 2022 I. Gemp Thomas W. Anthony Yoram Bachrach Avishkar Bhoopchand Kalesha Bullard ... Florian Strub Andrea Tacchetti Eugene Tarassov Zhe Wang K. Tuyls LLMAG AI4CE 156 4 0 22 Sep 2022
Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments JB Lanier Alexander Shmakov Pierre Baldi Roy Fox 176 10 0 19 Jul 2022
Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum GamesInternational Conference on Machine Learning (ICML), 2022 Siqi Liu Marc Lanctot Luke Marris N. Heess MLT 803 12 0 31 May 2022
Efficient Policy Space Response Oracles Ming Zhou Jingxiao Chen Ying Wen Weinan Zhang Yaodong Yang Yong Yu Jun Wang 237 12 0 28 Jan 2022