1
TITLE: Comparative Study on Curiosity with Attention, Memory and Empowerment
AUTHORS: Duarte, Fernando Fradique; Lau, Nuno; Pereira, Artur; Reis, Luis Paulo ;
PUBLISHED: 2025, SOURCE: 2025 International Conference on Autonomous Robot Systems and Competitions-ICARSC-Annual in 2025 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS, ICARSC, ISSUE: 2025
INDEXED IN: Scopus WOS DBLP CrossRef
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2
TITLE: Q-Learning based system for Path Planning with Unmanned Aerial Vehicles swarms in obstacle environments  Full Text
AUTHORS: Puente Castro, Alejandro; Rivero, Daniel; Pedrosa, Eurico ; Pereira, Artur; Lau, Nuno; Fernandez Blanco, Enrique;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 235
INDEXED IN: Scopus WOS CrossRef: 5
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3
TITLE: Study on LSTM and ConvLSTM Memory-Based Deep Reinforcement Learning
AUTHORS: Duarte, Fernando Fradique; Lau, Nuno; Pereira, Artur; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: 15th International Conference on Agents and Artificial Intelligence (ICAART) in AGENTS AND ARTIFICIAL INTELLIGENCE, ICAART 2023, VOLUME: 14546
INDEXED IN: Scopus WOS CrossRef
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4
TITLE: Dynamically Choosing the Number of Heads in Multi-Head Attention
AUTHORS: Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: 16th International Conference on Agents and Artificial Intelligence, ICAART 2024 in Proceedings of the 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Volume 2, Rome, Italy, February 24-26, 2024., VOLUME: 2
INDEXED IN: Scopus DBLP CrossRef: 1
5
TITLE: Anticipating Tutoring Demands Based on Students' Difficulties in Online Learning
AUTHORS: Pereira, Aluisio Jose; Gomes, Alex Sandro; Primo, Tiago Thompsen; Queiros, Leandro Marques; Moreira, Fernando ;
PUBLISHED: 2024, SOURCE: 11th International Conference on Learning and Collaboration Technologies (LCT) Held as Part of the 26th International Conference on Human-Computer Interaction (HCII) in LEARNING AND COLLABORATION TECHNOLOGIES, PT III, LCT 2024, VOLUME: 14724
INDEXED IN: Scopus WOS CrossRef
6
TITLE: Dynamic Multi-head Attention
AUTHORS: Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: 16th International Conference on Agents and Artificial Intelligence, ICAART 2024 in Agents and Artificial Intelligence - 16th International Conference, ICAART 2024, Rome, Italy, February 24-26, 2024, Revised Selected Papers, Part I, VOLUME: 15591
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7
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
INDEXED IN: Scopus WOS DBLP CrossRef: 4
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8
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: 15th International Conference on Agents and Artificial Intelligence, ICAART 2023 in Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 2, Lisbon, Portugal, February 22-24, 2023., VOLUME: 2
INDEXED IN: Scopus DBLP CrossRef: 1
9
TITLE: Semantic Navigation Applied to Narrow Passages for Intelligent Wheelchairs
AUTHORS: Correia, Daniel; Pereira, Artur; Pedrosa, Eurico;
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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10
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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