ProfileOfResearchers

TITLE: Knowledge Discovery for Risk Assessment in Economic and Food Safety
AUTHORS: Maria Clara Silva; Brígida Mónica Faria ; Luís Paulo Reis ;
PUBLISHED: 2023, SOURCE: 15th International Conference on Knowledge Discovery and Information Retrieval, KDIR 2023 as part of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2023 in KDIR, VOLUME: 1

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TITLE: Learning hybrid locomotion skills-Learn to exploit residual actions and modulate model-based gait control
AUTHORS: Kasaei, Mohammadreza; Abreu, Miguel; Lau, Nuno ; Pereira, Artur; Reis, Luis Paulo ; Li, Zhibin;
PUBLISHED: 2023, SOURCE: FRONTIERS IN ROBOTICS AND AI, VOLUME: 10

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TITLE: LSTM, ConvLSTM, MDN-RNN and GridLSTM Memory-based Deep Reinforcement Learning
AUTHORS: Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis ;
PUBLISHED: 2023, SOURCE: ICAART (2), VOLUME: 2

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TITLE: Machine Learning Data Markets: Evaluating the Impact of Data Exchange on the Agent Learning Performance
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115

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TITLE: Revisiting Deep Attention Recurrent Networks
AUTHORS: Duarte, Fernando Fradique; Lau, Nuno; Pereira, Artur; Reis, Luis Paulo ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115

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TITLE: Stereo Based 3D Perception for Obstacle Avoidance in Autonomous Wheelchair Navigation
AUTHORS: Gomes, Bruno; Jose M Torres ; Sobral, Pedro ; Sousa, Armando ; Reis, Luis Paulo ;
PUBLISHED: 2023, SOURCE: 5th Iberian Robotics Conference (ROBOT) in ROBOT2022: FIFTH IBERIAN ROBOTICS CONFERENCE: ADVANCES IN ROBOTICS, VOL 1, VOLUME: 589

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TITLE: Using Deep Learning for Building Stock Classification in Seismic Risk Analysis
AUTHORS: Lopes, Jorge; Gouveia, Feliz; Silva, Vitor; Moreira, Rui S.; Jose M Torres ; Guerreiro, Maria ; Reis, Luis Paulo ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT II, VOLUME: 14116

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TITLE: Using Deep Reinforcement Learning for Navigation in Simulated Hallways
AUTHORS: Leao, Goncalo ; Almeida, Filipe; Trigo, Emanuel; Ferreira, Henrique; Sousa, Armando ; Reis, Luis Paulo ;
PUBLISHED: 2023, SOURCE: IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC) in 2023 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS, ICARSC

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TITLE: A Highly Customizable Information Visualization Framework
AUTHORS: Spinola, Luis; Silva, Daniel Castro ; Reis, Luis Paulo ;
PUBLISHED: 2022, SOURCE: 22nd Annual International Conference on Computational Science (ICCS) in COMPUTATIONAL SCIENCE, ICCS 2022, PT II, VOLUME: 13351 LNCS

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TITLE: AN ADAPTIVE THERMAL FINITE ELEMENT SIMULATION OF DIRECT ENERGY DEPOSITION WITH REINFORCEMENT LEARNING: A CONCEPTUAL FRAMEWORK
AUTHORS: Sousa, J; Darabi, R; Reis, A ; Parente, M ; Reis, LP ; de Sa, JC;
PUBLISHED: 2022, SOURCE: ASME 2022 International Mechanical Engineering Congress and Exposition, IMECE 2022 in ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE), VOLUME: 2-B

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