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Narciso García

2 accepted papers

2025

NaviFormer: A Deep Reinforcement Learning Transformer-like Model to Holistically Solve the Navigation Problem

IROS 2025

Path planning is usually solved by addressing either the (high-level) route planning problem (waypoint sequencing to achieve the final goal) or the (low-level) path planning problem (trajectory prediction between two waypoints avoiding collisions). However, real-world problems usually require simult

Cited by 0SourceScholar
2018

Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars

CVPR 2018poster

Event cameras are bio-inspired vision sensors that naturally capture the dynamics of a scene, filtering out redundant information. This paper presents a deep neural network approach that unlocks the potential of event cameras on a challenging motion-estimation task: prediction of a vehicle’s steerin…

Cited by 686SourcePDFScholar