2022
Learning Crowd-Aware Robot Navigation from Challenging Environments via Distributed Deep Reinforcement Learning
ICRA 2022poster
This paper presents a deep reinforcement learning (DRL) sframework for safe and efficient navigation in crowded environments. Here, the robot learns cooperative behavior using a new reward function that penalizes robot actions interfering with the pedestrian's movement. Also, we propose a simulated…