Tzung-Han Juang

Collision-free Navigation of Human-centered Robots via Markov Games

We exploit Markov games as a framework for collision-free navigation of human-centered robots. Unlike the classical methods which formulate robot navigation as a single-agent Markov decision process with a static environment, our framework of Markov games adopts a multi-agent formulation with one pr…