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Dun-Ming Huang

3 accepted papers

2024

Body Transformer: Leveraging Robot Embodiment for Policy Learning

CoRL 2024poster

In recent years, the transformer architecture has become the de-facto standard for machine learning algorithms applied to natural language processing and computer vision. Despite notable evidence of successful deployment of this architecture in the context of robot learning, we claim that vanilla tr…

Cited by 9SourceScholar
2024

Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People

ACL 2024long

Conversational tones — the manners and attitudes in which speakers communicate — are essential to effective communication. As Large Language Models (LLMs) become increasingly popular, it is necessary to characterize the divergences in their conversational tones relative to humans. Prior research rel…

2024

HumanoidBench: Simulated Humanoid Benchmark for Whole-Body Locomotion and Manipulation

RSS 2024poster

Humanoid robots hold great promise in assisting humans in diverse environments and tasks, due to their flexibility and adaptability leveraging human-like morphology. However, research in humanoid robots is often bottlenecked by the costly and fragile hardware setups. To accelerate algorithmic resear…