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Simon Chamorro

3 accepted papers

2024

Reinforcement Learning for Blind Stair Climbing with Legged and Wheeled-Legged Robots

ICRA 2024poster

In recent years, legged and wheeled-legged robots have gained prominence for tasks in environments predominantly created for humans across various domains. One significant challenge faced by many of these robots is their limited capability to navigate stairs, which hampers their functionality in mul…

Cited by 5SourceScholar
2021

Motion Planning for Autonomous Vehicles in the Presence of Uncertainty Using Reinforcement Learning

IROS 2021poster

Motion planning under uncertainty is one of the main challenges in developing autonomous driving vehicles. In this work, we focus on the uncertainty in sensing and perception, resulted from a limited field of view, occlusions, and sensing range. This problem is often tackled by considering hypotheti…

Cited by 28SourceScholar
2019

Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments

CoRL 2019

Millions of blind and visually-impaired (BVI) people navigate urban environments everyday, using smartphones for high-level path-planning and white canes or guide dogs for local information. However, many BVI people still struggle to travel to new places. In our endeavour to create a navigation assi