5 papers
Impact of Dataset Composition on Embedded Real-Time UAV Wildfire Detection Using Compact YOLO Models
Eduardo de los Santos, Andre S. Kelbouscas, Ricardo B. Grando +1
The development of vision-based wildfire detection systems for unmanned aerial vehicles is constrained by the limited availability of diverse real-world training images. This paper…
Parallel Distributional Deep Reinforcement Learning for Mapless Navigation of Terrestrial Mobile Robots
Victor Augusto Kich, Alisson Henrique Kolling, Junior Costa de Jesus +8
This paper introduces novel deep reinforcement learning (Deep-RL) techniques using parallel distributional actor-critic networks for navigating terrestrial mobile robots. Our appro…
UruBots UAV -- Air Emergency Service Indoor Team Description Paper for FIRA 2024
Hiago Sodre, Sebastian Barcelona, Anthony Scirgalea +9
This document addresses the description of the corresponding "Urubots" Team for the 2024 Fira Air League, "Air Emergency Service (Indoor)." We introduce our team and an autonomous…
UruBots Autonomous Cars Team One Description Paper for FIRA 2024
Pablo Moraes, Christopher Peters, Any Da Rosa +12
This document presents the design of an autonomous car developed by the UruBots team for the 2024 FIRA Autonomous Cars Race Challenge. The project involves creating an RC-car sized…
UruBots Autonomous Car Team Two: Team Description Paper for FIRA 2024
William Moraes, Juan Deniz, Pablo Moraes +12
This paper proposes a mini autonomous car to be used by the team UruBots for the 2024 FIRA Autonomous Cars Race Challenge. The vehicle is proposed focusing on a low cost and light…