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Xiaoyang Jiang

2 accepted papers

2025

Fully Spiking Neural Network for Legged Robots

ICASSP 2025accepted

Recent advancements in legged robots using deep reinforcement learning have led to significant progress. Quadruped robots can perform complex tasks in challenging environments, while bipedal and humanoid robots have also achieved breakthroughs. Current reinforcement learning methods leverage diverse…

Cited by 0SourceScholar
2024

Prompt, Plan, Perform: LLM-based Humanoid Control via Quantized Imitation Learning

ICRA 2024poster

In recent years, reinforcement learning and imitation learning have shown great potential for controlling humanoid robots’ motion. However, these methods typically create simulation environments and rewards for specific tasks, resulting in the requirements of multiple policies and limited capabiliti…

Cited by 31SourceScholar