4 papers · 1 filter
Distributionally Robust Tolls for Traffic Networks with Affine Latency Functions
Chih-Yuan Chiu, Sarah H. Q. Li, Bryce L. Ferguson
In network congestion games, system operators often utilize latency models, estimated from real-world traffic flow and travel time data, to design monetary incentives which steer e…
Allocating Corrective Control to Mitigate Multi-agent Safety Violations Under Private Preferences
Johnathan Corbin, Sarah H. Q. Li, Jonathan Rogers
We propose a novel framework that computes the corrective control efforts to ensure joint safety in multi-agent dynamical systems. This framework efficiently distributes the requir…
When the Correct Model Fails: The Optimality of Stackelberg Equilibria with Follower Intention Updates
Cayetana Salinas-Rodriguez, Jonathan Rogers, Sarah H. Q. Li
We study a two-player dynamic Stackelberg game where the follower's intention is unknown to the leader. Classical formulations of the Stackelberg equilibrium (SE) assume that the f…
Multi-agent Reach-avoid MDP via Potential Games and Low-rank Policy Structure
Adam Casselman, Abraham P. Vinod, Sarah H. Q. Li
We optimize finite horizon multi-agent reach-avoid Markov decision process (MDP) via \emph{local feedback policies}. The global feedback policy solution yields global optimality bu…