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Paloma de la Puente

2 accepted papers

2018

Laser-Based Reactive Navigation for Multirotor Aerial Robots using Deep Reinforcement Learning

IROS 2018poster

Navigation in unknown indoor environments with fast collision avoidance capabilities is an ongoing research topic. Traditional motion planning algorithms rely on precise maps of the environment, where re-adapting a generated path can be highly demanding in terms of computational cost. In this paper,…

Cited by 54SourceScholar
2018

Stereo Visual Odometry and Semantics based Localization of Aerial Robots in Indoor Environments

IROS 2018poster

In this paper we propose a particle filter localization approach, based on stereo visual odometry (VO) and semantic information from indoor environments, for mini-aerial robots. The prediction stage of the particle filter is performed using the 3D pose of the aerial robot estimated by the stereo VO…

Cited by 18SourceScholar