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Towards Socially Compliant Navigation in Deep Reinforcement Learning via Proxemics-Based Reward Modeling

arXiv cs.LG · 2d ago Cached

This paper proposes a proxemics-based reward formulation for deep reinforcement learning social navigation, modeling human personal space as Gaussian-mixture fields to improve social compliance while maintaining navigation efficiency.

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