Noriaki Hirose

SELFI: Autonomous Self-Improvement with Reinforcement Learning for Social Navigation

2024 · arXiv (Cornell University)

Autonomous self-improving robots that interact and improve with experience are key to the real-world deployment of robotic systems. In this paper, we propose an online learning method, SELFI, that leverages online robot experience to rapidly …