Kaivalya Bakshi

Robust Trajectory Optimization: A Cooperative Stochastic Game Theoretic Approach

We present a novel trajectory optimization framework to address the issue of robustness, scalability and efficiency in optimal control and reinforcement learning. Based on prior work in Cooperative Stochastic Differential Game (CSDG) theory, our method performs local trajectory optimization using co…