93 citations · 111 across the 4 of their papers we have counts for
4 papers
Coevolutionary networks of reinforcement-learning agents
Ardeshir Kianercy, Aram Galstyan
This paper presents a model of network formation in repeated games where the players adapt their strategies and network ties simultaneously using a simple reinforcement-learning sc…
Replicator dynamics with turnover of players
Jeppe Juul, Ardeshir Kianercy, Sebastian Bernhardsson +1
We study adaptive dynamics in games where players abandon the population at a given rate, and are replaced by naive players characterized by a prior distribution over the admitted…
Dynamics of Boltzmann Q-Learning in Two-Player Two-Action Games
Ardeshir Kianercy, Aram Galstyan
We consider the dynamics of Q-learning in two-player two-action games with a Boltzmann exploration mechanism. For any non-zero exploration rate the dynamics is dissipative, which g…
Replicator Dynamics of Co-Evolving Networks
Aram Galstyan, Ardeshir Kianercy, Armen Allahverdyan
We propose a simple model of network co-evolution in a game-dynamical system of interacting agents that play repeated games with their neighbors, and adapt their behaviors and netw…