EvoNav: Evolutionary Reward Function Design for Robot Navigation with Large Language Models

Zhikai Zhao, Chuanbo Hua, Federico Berto +4

Robot navigation is a crucial task with applications to social robots in dynamic human environments. While Reinforcement Learning (RL) has shown great promise for this problem, the…