Aamal Abbas Hussain

11 papers A* 3A 2Journal 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi-Agent Q-Learning Dynamics in Random Networks: Convergence due to Exploration and Sparsity.
CoRR
Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Raphaël Huser, Dario Paccagnan
2024 A conf
On the Stability of Learning in Network Games with Many Players.
AAMAS
Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Georgios Piliouras
2024 J jnl
On the Stability of Learning in Network Games with Many Players.
CoRR
Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Georgios Piliouras
2024 A* conf
Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos.
AAAI
Aamal Abbas Hussain, Francesco Belardinelli
2023 J jnl
Asymptotic Convergence and Performance of Multi-Agent Q-Learning Dynamics.
CoRR
Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras
2023 A conf
Asymptotic Convergence and Performance of Multi-Agent Q-learning Dynamics.
AAMAS
Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras
2023 J jnl
Beyond Strict Competition: Approximate Convergence of Multi Agent Q-Learning Dynamics.
CoRR
Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras
2023 A* conf
Beyond Strict Competition: Approximate Convergence of Multi-agent Q-Learning Dynamics.
IJCAI
Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras
2023 J jnl
Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos.
CoRR
Aamal Abbas Hussain, Francesco Belardinelli
2023 J jnl
Stability of Multi-Agent Learning: Convergence in Network Games with Many Players.
CoRR
Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Georgios Piliouras
2023 A* conf
The Impact of Exploration on Convergence and Performance of Multi-Agent Q-Learning Dynamics.
ICML
Aamal Abbas Hussain, Francesco Belardinelli, Dario Paccagnan