Changyun Wei

Localisation-Safe Reinforcement Learning for Mapless Navigation

2022 · 2022 IEEE International Conference on Robotics and Biomimetics (ROBIO)

Most reinforcement learning (RL)-based works for mapless point goal navigation tasks assume the availability of the robot ground-truth poses, which is unrealistic for real world applications. In this work, we remove such an assumption and …