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Yen-Chen Liu

4 papers indexed

arxivcs.RO2026-07-22

Learning Diverse Humanoid Tasks via Synthetic Video Scenarios without Real World Data

Yun-Hao Tsai, Cong-Thanh Vu, Yen-Chen Liu

The human-like morphology of humanoid robots grants them exceptional potential for agile and versatile motor capabilities, but it also introduces significant challenges in acquiring complex skills. Traditional Learning-from-Demonstrations methods are often constrained by the high…

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arxivcs.ROeess.SY2026-07-10

Empirical Pedestrian Safety Assessment in a Mobile Robot Using a Predictive Social Force Model

Alireza Jafari, Yun-Hao Tsai, Yen-Chen Liu

Mobile robots are going to share the sidewalks with pedestrians. They must ensure their objective safety and respect the walkers' subjective safety/comfort. Computationally efficient Social Force Models (SFM) present interpretable solutions for real-time robot navigation in dynam…

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arxivcs.ROcs.AIeess.SY2026-07-01

Adaptive Companionship for Group-Following Robots: Handling Dynamically Changing Group Formations

Cong-Thanh Vu, Yen-Chen Liu

Accompanying a group of humans is an essential aspect of developing human-like social cognition in robots. However, human groups typically do not follow fixed formations, which poses significant challenges for robots in maintaining natural companionship behaviors. In this paper,…

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