Search Results for author: Jixuan Zhi

Found 3 papers, 0 papers with code

Improving Human-Robot Collaboration via Computational Design

no code implementations20 Mar 2023 Jixuan Zhi, Jyh-Ming Lien

When robots entered our day-to-day life, the shared space surrounding humans and robots is critical for effective Human-Robot collaboration.

Motion Planning

Designing Human-Robot Coexistence Space

no code implementations14 Nov 2020 Jixuan Zhi, Lap-Fai Yu, Jyh-Ming Lien

Our implementation shows that the proposed framework can produce a design around three to five minutes on average comparing to 10 to 20 minutes without the proposed motion planner.

Motion Planning

Learning to Herd Agents Amongst Obstacles: Training Robust Shepherding Behaviors using Deep Reinforcement Learning

no code implementations19 May 2020 Jixuan Zhi, Jyh-Ming Lien

Rule-based methods, on the other hand, can handle more complex scenarios in which environments are cluttered with obstacles and allow multiple shepherds to work collaboratively.

Reinforcement Learning (RL)

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