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Emiliano Quinones Yumbla

2 accepted papers

2025

Reinforcement Learning Control of a Physical Robot Device for Assisted Human Walking without a Simulator

ICML 2025poster

This study presents an innovative reinforcement learning (RL) control approach to facilitate soft exosuit-assisted human walking. Our goal is to address the ongoing challenges in developing reliable RL-based methods for controlling physical devices. To overcome key obstacles—such as limited data, th…

Cited by 0SourcePDFScholar
2020

On the Effects of Visual Anticipation of Floor Compliance Changes on Human Gait: Towards Model-based Robot-Assisted Rehabilitation

ICRA 2020poster

The role of various types of robot assistance in post-stroke gait rehabilitation has gained much attention in recent years. Furthermore, there is increased popularity to use more than one rehabilitation method in order to utilize the different advantages of each. Naturally, this results in the need…

Cited by 14SourceScholar