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Yu-Kai Wang

5 accepted papers

2026

Neuro-Cognitive Reward Modeling for Human-Centered Autonomous Vehicle Control

CVPR 2026

Recent advancements in computer vision have accelerated the development of autonomous driving. Despite these advancements, training machines to drive in a way that aligns with human expectations remains a significant challenge. Human factors are still essential, as humans possess a sophisticated cog

Cited by 0SourceScholar
2025

RwoR: Generating Robot Demonstrations from Human Hand Collection for Policy Learning without Robot

IROS 2025

Recent advancements in imitation learning have shown promising results in robotic manipulation, driven by the availability of high-quality training data. To improve data collection efficiency, some approaches focus on developing specialized teleoperation devices for robot control, while others direc

Cited by 2SourcecodeScholar
2023

DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation

NeurIPS 2023spotlight

The translation of brain dynamics into natural language is pivotal for brain-computer interfaces (BCIs), a field that has seen substantial growth in recent years. With the swift advancement of large language models, such as ChatGPT, the need to bridge the gap between the brain and languages becomes…

2021

Prediction-Error Negativity to Assess Singularity Avoidance Strategies in Physical Human-Robot Collaboration

ICRA 2021poster

In physical human-robot collaboration (pHRC), singularity avoidance strategies are often critical to obtain stable interaction dynamics. It is hypothesised a predictable singularity avoidance strategy is preferred in pHRC as humans tend to maximise predictability when using complex systems. By using…

Cited by 7SourceScholar
2019

Effect of Mechanical Resistance on Cognitive Conflict in Physical Human-Robot Collaboration

ICRA 2019poster

Physical Human-Robot Collaboration (pHRC) is about the interaction between one or more human operator(s) and one or more robot(s) in direct contact and voluntarily exchanging forces to accomplish a common task. In any pHRC, the intuitiveness of the interaction has always been a priority, so that the…

Cited by 25SourceScholar