4 papers · 1 filter
Learning Dynamic Games for Cooperative Iterative Tasks
Mark Pustilnik, Francesco Borrelli
We consider cooperative and iterative tasks involving multiple agents whose interactions are modeled as a dynamic game with shared constraints. We propose a general learning framew…
Non Normalized Shared-Constraint Dynamic Games for Human-Robot Collaboration with Asymmetric Responsibility
Mark Pustilnik, Francesco Borrelli
This paper proposes a dynamic game formulation for cooperative human-robot navigation in shared workspaces with obstacles, where the human and robot jointly satisfy shared safety c…
Non-Normalized Solutions of Generalized Nash Equilibrium in Autonomous Racing
Mark Pustilnik, Antonio Loquercio, Francesco Borrelli
In dynamic games with shared constraints, Generalized Nash Equilibria (GNE) are often computed using the normalized solution concept, which assumes identical Lagrange multipliers f…
Generalized Nash Equilibrium Solutions in Dynamic Games With Shared Constraints
Mark Pustilnik, Francesco Borrelli
In dynamic games with shared constraints, Generalized Nash Equilibria (GNE) are often computed using the normalized solution concept, which assumes identical Lagrange multipliers f…