Selfi: Autonomous self-improvement with reinforcement learning for social navigation

N Hirose, D Shah, K Stachowicz, A Sridhar… - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

Rethinking social robot navigation: Leveraging the best of two worlds

AH Raj, Z Hu, H Karnan, R Chandra… - … on Robotics and …, 2024 - ieeexplore.ieee.org
Empowering robots to navigate in a socially compliant manner is essential for the
acceptance of robots moving in human-inhabited environments. Previously, roboticists have …

Legible and proactive robot planning for prosocial human-robot interactions

J Geldenbott, K Leung - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
Humans have a remarkable ability to fluently engage in joint collision avoidance in crowded
navigation tasks despite the complexities and uncertainties inherent in human behavior …