Search Results for author: Andrea Eirale

Found 4 papers, 1 papers with code

PIC4rl-gym: a ROS2 modular framework for Robots Autonomous Navigation with Deep Reinforcement Learning

1 code implementation19 Nov 2022 Mauro Martini, Andrea Eirale, Simone Cerrato, Marcello Chiaberge

Learning agents can optimize standard autonomous navigation improving flexibility, efficiency, and computational cost of the system by adopting a wide variety of approaches.

Autonomous Navigation Benchmarking

RL-DWA Omnidirectional Motion Planning for Person Following in Domestic Assistance and Monitoring

no code implementations9 Nov 2022 Andrea Eirale, Mauro Martini, Marcello Chiaberge

Our methodology exploits an omnidirectional robotic platform to detach the computation of linear and angular velocities and navigate within the domestic environment without losing track of the assisted person.

Motion Planning Navigate

Marvin: an Innovative Omni-Directional Robotic Assistant for Domestic Environments

no code implementations10 Dec 2021 Andrea Eirale, Mauro Martini, Luigi Tagliavini, Dario Gandini, Marcello Chiaberge, Giuseppe Quaglia

Despite these emerging needs, in the actual landscape of robotic assistants there are no platform which successfully combines a reliable mobility in cluttered domestic spaces, with lightweight and offline Artificial Intelligence (AI) solutions for perception and interaction.

Autonomous Navigation

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