Junya Yamauchi

Sparse Bayesian Approach for Learning Control Barrier Functions and Safe Persistent Coverage Control

2023 · Transactions of the Society of Instrument and Control Engineers

In this paper, we propose a persistent coverage control method to safely explore unknown environments using an environmental model learned by the sparse Bayesian approach. A sparse Bayesian classification model is introduced to estimate safety …