Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory

5 December 2020

Papers citing "Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory"

17 / 17 papers shown

Title
Multi-Agent Q-Learning Dynamics in Random Networks: Convergence due to Exploration and Sparsity A. Hussain D. Leonte Francesco Belardinelli Raphael Huser Dario Paccagnan 45 0 0 13 Mar 2025
Evolutionary Multi-agent Reinforcement Learning in Group Social Dilemmas Brian Mintz Feng Fu 33 1 0 01 Nov 2024
Replication of Multi-agent Reinforcement Learning for the "Hide and Seek" Problem Haider Kamal M. Niazi Hammad Afzal 24 0 0 09 Oct 2023
Stability of Multi-Agent Learning: Convergence in Network Games with Many Players A. Hussain D. Leonte Francesco Belardinelli Georgios Piliouras MLT 16 0 0 26 Jul 2023
Machine Unlearning: A Survey Heng Xu Tianqing Zhu Lefeng Zhang Wanlei Zhou Philip S. Yu MU 36 19 0 06 Jun 2023
Chaos persists in large-scale multi-agent learning despite adaptive learning rates Emmanouil-Vasileios Vlatakis-Gkaragkounis Lampros Flokas Georgios Piliouras 10 1 0 01 Jun 2023
Physics Inspired Approaches To Understanding Gaussian Processes Maximilian P. Niroomand L. Dicks Edward O. Pyzer-Knapp D. Wales 25 1 0 18 May 2023
Asymptotic Convergence and Performance of Multi-Agent Q-Learning Dynamics A. Hussain Francesco Belardinelli Georgios Piliouras 27 14 0 23 Jan 2023
Heterogeneous Beliefs and Multi-Population Learning in Network Games Shuyue Hu Harold Soh Georgios Piliouras 18 1 0 12 Jan 2023
Intrinsic fluctuations of reinforcement learning promote cooperation W. Barfuss Janusz M. Meylahn 19 17 0 01 Sep 2022
The dynamics of belief: continuously monitoring and visualising complex systems E. Beggs J. V. Tucker 13 0 0 11 Aug 2022
Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games Georgios Piliouras Lillian J. Ratliff Ryann Sim Stratis Skoulakis MLT 11 3 0 18 Jul 2022
The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model Shuyue Hu Chin-wing Leung Ho-fung Leung Harold Soh 22 4 0 03 Mar 2022
Artificial Intelligence and Spontaneous Collusion M. Banchio Giacomo Mantegazza 17 8 0 12 Feb 2022
Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence Dongsheng Ding Chen-Yu Wei Kaipeng Zhang M. Jovanović 22 69 0 08 Feb 2022
Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality Stefanos Leonardos Georgios Piliouras Kelly Spendlove 8 30 0 24 Jun 2021
Learning in Markets: Greed Leads to Chaos but Following the Price is Right Yun Kuen Cheung Stefanos Leonardos Georgios Piliouras 16 16 0 15 Mar 2021