Alberto Pozanco
About Me
The main focus of my current work is automated planning and goal reasoning for autonomous agents. My interests extend to other related Artificial Intelligence areas such as machine learning, heuristic search and knowledge representation. For more info
Short bio
From 2017, I am a PhD student at Universidad Carlos III de Madrid under Prof. Daniel Borrajo.
Publications
2024
Alberto Pozanco, Álvaro Torralba and Daniel Borrajo.
Computing Planning Centroids and Minimum Covering States Using Symbolic Bidirectional Search.
In Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling (ICAPS 2024), pp. 455 – 463. 2024.
citationParisa Zehtabi, Alberto Pozanco, Ayala Bloch, Daniel Borrajo and Sarit Kraus.
Contrastive Explanations of Centralized Multi-agent Optimization Solutions.
In Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling (ICAPS 2024), pp. 671 – 679. 2024.
citationAlberto Pozanco, Ramon Fraga Pereira and Daniel Borrajo.
Generalising Planning Environment Redesign.
In Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024), pp. 20230 – 20237. 2024.
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2023
Alberto Pozanco, Daniel Borrajo and Manuela Veloso.
Generating Replanning Goals Through Multi-Objective Optimization in Response to Execution Observation.
Frontiers in Artificial Intelligence and Applications 372, pp. 1898 – 1905. 2023.
citationAlberto Pozanco, Kassiani Papasotiriou, Daniel Borrajo and Manuela Veloso.
Combining Heuristic Search and Linear Programming to Compute Realistic Financial Plans.
In Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling (ICAPS 2023), pp. 527 – 531. 2023.
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2022
Mauricio Salerno, Miguel Tabernero, Raquel Fuentetaja and Alberto Pozanco.
Filtering Top-k Relevant Plans.
, pp. 17. 2022.
citation
2021
Mauricio Salerno, Yolanda E-Martín, Raquel Fuentetaja, Alba Gragera, Alberto Pozanco and Daniel Borrajo.
Train Route Planning as a Multi-Agent Path Finding Problem.
In Conference of the Spanish Association for Artificial Intelligence, pp. 237–246. 2021.
paper citationAlberto Pozanco, Susana Fernández and Daniel Borrajo.
On-line modelling and planning for urban traffic control.
Expert Systems 38. 2021.
citation
2019
Alberto Pozanco, Yolanda E-Martín, Susana Fernández and Daniel Borrajo.
Finding centroids and minimum covering states in planning.
In Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling (ICAPS 2019), pp. 348 – 352. 2019.
citationRobert C. Holte, Ruben Majadas, Alberto Pozanco and Daniel Borrajo.
Error analysis and correction for weighted A∗'s suboptimality.
In Proceedings of the 12th International Symposium on Combinatorial Search, SoCS 2019, pp. 135 – 139. 2019.
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2018
Alberto Pozanco, Yolanda E-Martín, Susana Fernández and Daniel Borrajo.
Counterplanning using goal recognition and landmarks.
In Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), pp. 4808 – 4814. 2018.
paper citation
2016
Alberto Pozanco, Susana Fernández and Daniel Borrajo.
Urban traffic control assisted by AI planning and relational learning.
In CEUR Workshop Proceedings. 2016.
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