Ethan Oh

A Multimodal Stochastic Planning Approach for Navigation and Multi-Robot Coordination

In this paper, we present a receding-horizon, sampling-based planner capable of reasoning over multimodal policy distributions. By using the cross-entropy method to optimize a multimodal policy under a common cost function, our approach increases robustness against local minima and promotes effectiv…