Mingli Lu

Few-shot reasoning-based safe reinforcement learning framework for autonomous robot navigation

2023 · International Journal of Automation and Control

Unsafe explorations in the training phase hinder the practical deployment of reinforcement learning (RL) on autonomous robots. Some safe RL methods use safety constraints from prior or external knowledge to reduce or avoid unsafe explorations, …