Search Results for author: Simon Chamorro

Found 3 papers, 1 papers with code

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

no code implementations1 Oct 2021 Kasra Rezaee, Peyman Yadmellat, Simon Chamorro

The approach is evaluated against two challenging scenarios of pedestrians crossing with occlusion and curved roads with a limited field of view.

Autonomous Driving Motion Planning +2

Neural Network Based Lidar Gesture Recognition for Realtime Robot Teleoperation

no code implementations17 Sep 2021 Simon Chamorro, Jack Collier, François Grondin

Pose estimates are predicted from lidar scans using a Convolutional Neural Network trained using an existing stereo-based pose estimation system.

Data Augmentation Gesture Recognition +1

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

1 code implementation29 Oct 2019 Martin Weiss, Simon Chamorro, Roger Girgis, Margaux Luck, Samira E. Kahou, Joseph P. Cohen, Derek Nowrouzezahrai, Doina Precup, Florian Golemo, Chris Pal

In our endeavor to create a navigation assistant for the BVI, we found that existing Reinforcement Learning (RL) environments were unsuitable for the task.

Navigate Reinforcement Learning (RL)

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