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Yimin Han

5 accepted papers

2026

Learning Autonomous and Safe Quadruped Traversal of Complex Terrains Using Multi-Layer Elevation Maps

ICRA 2026poster

Legged robots hold great promise for agile and flexible mobility across diverse and unstructured terrains, inspired by the remarkable adaptability of bipeds and quadrupeds in nature. However, achieving robust autonomous locomotion in cluttered and complex environments remains a significant challenge…

Cited by 0SourceScholar
2026

OmniNet: Omnidirectional Jumping Neural Network with Height-Awareness for Quadrupedal Robots

ICRA 2026poster

In the robotics community, it has been a longstanding challenge for quadrupeds to achieve highly explosive movements similar to their biological counterparts. In this work, we introduce a novel training framework that achieves height-aware and omnidirectional jumping for quadrupedal robots. To facil…

Cited by 0SourceScholar
2025

Learning Autonomous and Safe Quadruped Traversal of Complex Terrains Using Multi-Layer Elevation Maps

RA-L 2025

Legged robots hold great promise for agile and flexible mobility across diverse and unstructured terrains, inspired by the remarkable adaptability of bipeds and quadrupeds in nature. However, achieving robust autonomous locomotion in cluttered and complex environments remains a significant challenge

Cited by 11SourceScholar
2025

OmniNet: Omnidirectional Jumping Neural Network With Height-Awareness for Quadrupedal Robots

RA-L 2025

In the robotics community, it has been a longstanding challenge for quadrupeds to achieve highly explosive movements similar to their biological counterparts. In this work, we introduce a novel training framework that achieves height-aware and omnidirectional jumping for quadrupedal robots. To facil

Cited by 3SourceScholar
2023

Safety-Assured Speculative Planning with Adaptive Prediction

IROS 2023poster

Recently significant progress has been made in vehicle prediction and planning algorithms for autonomous driving. However, it remains quite challenging for an autonomous vehicle to plan its trajectory in complex scenarios when it is difficult to accurately predict its surrounding vehicles' behaviors…

Cited by 11SourceScholar