Yuki Tomita

COLSON: Controllable Learning-Based Social Navigation Via Diffusion-Based Reinforcement Learning

Navigation of mobile robots in dynamic environments with pedestrian traffic poses a significant challenge in the development of autonomous mobile service robots. Recently, deep reinforcement learning-based methods have been actively studied and have outperformed traditional rule-based approaches, ow…