Crowd-Robot Interaction: Crowd-Aware Robot Navigation With Attention-Based Deep Reinforcement Learning

Short summary

A new deep reinforcement learning model explicitly models Crowd-Robot Interaction (CRI) by using a self-attention mechanism to capture both Human-Robot and Human-Human interactions, improving robot navigation time efficiency in crowds.

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