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Naiming Qi

3 accepted papers

2023

Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions

ICRA 2023poster

Reinforcement learning (RL) exhibits impressive performance when managing complicated control tasks for robots. However, its wide application to physical robots is limited by the absence of strong safety guarantees. To overcome this challenge, this paper explores the control Lyapunov barrier functio…

Cited by 18SourceScholar
2020

Homotopic Approach for Robot Allocation Optimization Coupled With Path Constraints

RA-L 2020

This letter investigates a special task allocation problem with constraints of path planning. The path planning process involved is defined as the follow-up step of task allocation. The allocation problem is coupled with path constraints, which will affect the utility of allocation solution. A homot

Cited by 8SourceScholar
2019

Automated Aortic Pressure Regulation in ex vivo Heart Perfusion

ICRA 2019poster

This paper presents the first system for automated ex vivo perfusion of an isolated heart and regulating the heart's aortic pressure (AoP). An adaptive controller was developed for AoP regulation and maintained the heart's physiological aerobic metabolism. A mathematical model of the perfusion syste…

Cited by 0SourceScholar