Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners

Wen Zheng Terence Ng, Jianda Chen, Sinno Jialin Pan +1

Deploying a safe mobile robot policy in scenarios with human pedestrians is challenging due to their unpredictable movements. Current Reinforcement Learning-based motion planners r…