2 papers
cs.RO2026
Self Supervised Learning from Automatically Generated Demonstrations for Visual Robotic Manipulation
Andres Rivas, Anselmo R. Cukla, Rodrigo S. Guerra +2
Robotic manipulation often requires object specific programming, manual data annotation, or calibrated perception pipelines, which limits rapid deployment in practical settings. Le…
cs.RO2023
Enhanced Low-Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots Using Double Deep Reinforcement Learning Techniques
Linda Dotto de Moraes, Victor Augusto Kich, Alisson Henrique Kolling +4
In this study, we present two distinct approaches within the realm of Deep Reinforcement Learning (Deep-RL) aimed at enhancing mapless navigation for a ground-based mobile robot. T…