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Simon X. Yang

5 accepted papers

2026

An Intention-Guided Reinforcement Learning Approach With Dirichlet Energy Constraint for Heterogeneous Multi-Robot Cooperation

RA-L 2026

Multi-robot systems have demonstrated significant potential in accomplishing complex tasks, such as cooperative pursuit, search-and-rescue operations. The emergence of heterogeneous robots with diverse capabilities and characteristics shows superior adaptability compared with homogeneous teams. Howe

Cited by 0SourceScholar
2024

A Novel Fish-inspired Self-adaptive Approach to Collective Escape of Swarm Robots Based on Neurodynamic Models

ICRA 2024poster

Fish schools present high-efficiency group behaviors to collective migration and dynamic escape from the predator through simple individual interactions. The purpose of this research is to infuse swarm robots with "fish-like" intelligence that will enable safe navigation and efficient cooperation, a…

Cited by 0SourceScholar
2024

Cooperative Motion Mechanism of a Bionic Sailfish Robot With High Motion Performance

RA-L 2024

The sailfish possesses outstanding motion performance among marine species, while the robotic fish using the sailfish as a bionic object has received little attention. In this paper, the shape structure and motion characteristics of sailfish are observed, and a bionic sailfish robot is designed that

Cited by 6SourceScholar
2021

Backstepping and Sliding Mode Control for AUVs Aided with Bioinspired Neurodynamics

ICRA 2021poster

Research on tracking control has been on-going for many years. The accuracy and the practicality of the tracking control method has always been one of the most important aspects when designing the control strategy. Autonomous Underwater Vehicles are becoming increasingly important in the application…

Cited by 6SourceScholar