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Ning Yan

3 accepted papers

2026

Embodied Task Planning via Graph-Informed Action Generation with Large Lanaguage Model

ICML 2026poster

While Large Language Models (LLMs) have demonstrated strong zero-shot reasoning capabilities, their deployment as embodied agents still faces fundamental challenges in long-horizon planning. Unlike open-ended text generation, embodied agents must decompose high-level intent into actionable sub-goals…

Cited by 1SourceScholar
2024

Adapting Humanoid Locomotion over Challenging Terrain via Two-Phase Training

CoRL 2024poster

Humanoid robots are a key focus in robotics, with their capacity to navigate tough terrains being essential for many uses. While strides have been made, creating adaptable locomotion for complex environments is still tough. Recent progress in learning-based systems offers hope for robust legged loco…

Cited by 4SourceScholar