45 citations · 45 across the 22 of their papers we have counts for
5 papers · 1 filter
On Type Deception in Linear-Quadratic Differential Games
Jesse Milzman, Dipankar Maity
We consider two-player linear-quadratic differential games of incomplete information, in which one player has a private type initially unknown to the other. The typed player has in…
Efficiently Solving Mixed-Hierarchy Games with Quasi-Policy Approximations
Hamzah Khan, Dong Ho Lee, Jingqi Li +5
Multi-robot coordination often exhibits hierarchical structure, with some robots' decisions depending on the planned behaviors of others. While game theory provides a principled fr…
Deceptive Planning Exploiting Inattention Blindness
Mustafa O. Karabag, Jesse Milzman, Ufuk Topcu
We study decision-making with rational inattention in settings where agents have perception constraints. In such settings, inaccurate prior beliefs or models of others may lead to…
Approximate Feedback Nash Equilibria with Sparse Inter-Agent Dependencies
Xinjie Liu, Jingqi Li, Filippos Fotiadis +4
Feedback Nash equilibrium strategies in multi-agent dynamic games require availability of all players' state information to compute control actions. However, in real-world scenario…
Smooth Information Gathering in Two-Player Noncooperative Games
Fernando Palafox, Jesse Milzman, Dong Ho Lee +2
We present a mathematical framework for modeling two-player noncooperative games in which one player is uncertain of the other player's costs but can preemptively allocate informat…