Search Results for author: Jinyeob Kim

Found 2 papers, 2 papers with code

Transformable Gaussian Reward Function for Socially-Aware Navigation with Deep Reinforcement Learning

1 code implementation22 Feb 2024 Jinyeob Kim, Sumin Kang, Sungwoo Yang, Beomjoon Kim, Jargalbaatar Yura, Donghan Kim

Although reinforcement learning technique has fostered the advancement of socially aware navigation, defining appropriate reward functions, especially in congested environments, has posed a significant challenge.

reinforcement-learning Robot Navigation

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