A Generative Machine Learning Approach to Policy Optimization in Pursuit-Evasion Games

Shiva Navabi, Osonde A. Osoba

We consider a pursuit-evasion game [11] played between two agents, 'Blue' (the pursuer) and 'Red' (the evader), over $T$ time steps. Red aims to attack Blue's territory. Blue's obj…