Andromachi Maria Delfaki

Local Path Planning among Pushable Objects based on Reinforcement Learning

In this paper, we introduce a method to tackle the problem of robot local path planning among pushable objects –an open problem in robotics. In particular, we simultaneously train multiple agents in a physics-based simulation environment, utilizing an Advantage Actor-Critic algorithm coupled with a…