João Alves Email and Phone Number
I am currently a PhD Candidate doing research in the challenging field of Reinforcement Learning.My research focuses on robotic applications. Throughout the years, I have worked on self-driving and delivery robot projects. I work with mobile manipulation robots nowadays, and my main goal is to provide them with mechanisms that enable effective skill learning. My main drive is to create innovative solutions to automate low-value routine tasks.My goal is to free humans from these tasks, allowing us to be the best versions of ourselves when engaged in meaningful activities. Thus, I aim to propel us into a healthier and more prosperous society.
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Ph.D. Candidate - Reinforcement Learning ResearcherUniversidade De AveiroAveiro, Pt -
Ph.D. Candidate - Reinforcement Learning ResearcherUniversidade De Aveiro Feb 2021 - PresentAveiro, PortugalPh.D. Thesis titled "Task Generalization in Reinforcement Learning". This research project uses machine learning to develop methodologies that enable autonomous agents to learn skills that provide the building blocks to perform long-horizon tasks. These methodologies are based on deep learning techniques and heuristic solutions, focusing on reinforcement learning approaches. The proposed solutions have been applied in different scenarios, such as platform games, kitchen-like environments and robotics navigation.Development of visualization methods to explain the inner working of deep learning models.
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Augmented Reality ResearcherUniversidade De Aveiro Apr 2018 - Oct 2020Aveiro, PortugalUnderstand Augmented Reality's potential uses in the industrial context, helping companies to adopt this technology to improve their workflow and reduce costs.
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Autonomous Systems EngineerWiseware Solutions Feb 2017 - Feb 2018Aveiro, PortugalSoftware development to control an industrial washing machine designed to clean large quantities and different types of fabrics.Design of a dynamic UI application for the industrial washing machine, focusing on enhancing operational efficiency and user experience.
João Alves Education Details
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Computer Science
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Computer Engineering
Frequently Asked Questions about João Alves
What company does João Alves work for?
João Alves works for Universidade De Aveiro
What is João Alves's role at the current company?
João Alves's current role is Ph.D. Candidate - Reinforcement Learning Researcher.
What schools did João Alves attend?
João Alves attended Universidade De Aveiro, Universidade De Aveiro.
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João Alves
Cio @ Leasys Portugal (Stellantis And Crédit Agricole Consumer Finance Joint Venture)Lisboa -
João Alves
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João Alves
Porto
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