Aamal Abbas Hussain

According to our database, Aamal Abbas Hussain authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Multi-Agent Q-Learning Dynamics in Random Networks: Convergence due to Exploration and Sparsity.

Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Raphaël Huser, Dario Paccagnan

CoRR, March, 2025

2024

On the Stability of Learning in Network Games with Many Players.

Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Georgios Piliouras

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos.

Aamal Abbas Hussain, Francesco Belardinelli

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Stability of Multi-Agent Learning: Convergence in Network Games with Many Players.

Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Georgios Piliouras

CoRR, 2023

Beyond Strict Competition: Approximate Convergence of Multi-agent Q-Learning Dynamics.

Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

The Impact of Exploration on Convergence and Performance of Multi-Agent Q-Learning Dynamics.

Aamal Abbas Hussain, Francesco Belardinelli, Dario Paccagnan

Proceedings of the International Conference on Machine Learning, 2023

Asymptotic Convergence and Performance of Multi-Agent Q-learning Dynamics.

Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023