SoNIC: Safe Social Navigation with Adaptive Conformal Inference and Constrained Reinforcement Learning

Jianpeng Yao, Xiaopan Zhang, Yu Xia +3

Reinforcement learning (RL) enables social robots to generate trajectories without relying on human-designed rules or interventions, making it generally more effective than rule-ba…