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Aamal Hussain
Aamal Hussain
PhysicsX London
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Zitiert von
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Asymptotic convergence and performance of multi-agent Q-learning dynamics
AA Hussain, F Belardinelli, G Piliouras
International Conference on Autonomous Agents and Multiagent Systems, 1578–1586, 2023
72023
Beyond Strict Competition: Approximate Convergence of Multi Agent Q-Learning Dynamics
A Hussain, F Belardinelli, G Piliouras
International Joint Conference on Artificial Intelligence, 135-143, 2023
12023
Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos
A Hussain, F Belardinelli
Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 17435 …, 2024
2024
On the Stability of Learning in Network Games with Many Players
A Hussain, D Leonte, F Belardinelli, G Piliouras
International Conference on Autonomous Agents and Multiagent Systems, 2024
2024
Stability of Multi-Agent Learning: Convergence in Network Games with Many Players
A Hussain, D Leonte, F Belardinelli, G Piliouras
ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023
2023
The impact of exploration on convergence and performance of multi-agent Q-learning dynamics
A Hussain, F Belardinelli, D Paccagnan
International Conference on Machine Learning, 14178-14202, 2023
2023
Equilibria and Convergence of Fictitious Play on Network Aggregative Games
A Hussain, F Belardinelli
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