A Proposal to Integrate Deep Q-Learning with Automated Planning to Improve the Performance of a Planning-Based Agent

Carlos Núñez-Molina, Ignacio Vellido, Vladislav Nikolov-Vasilev, Raúl Pérez, Juan Fdez-Olivares. A Proposal to Integrate Deep Q-Learning with Automated Planning to Improve the Performance of a Planning-Based Agent. In Enrique Alba, Gabriel Luque, Francisco Chicano, Carlos Cotta, David Camacho, Manuel Ojeda-Aciego, Susana Montes, Alicia Troncoso, José C. Riquelme, Rodrigo Gil-Merino, editors, Advances in Artificial Intelligence - 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020/2021, Málaga, Spain, September 22-24, 2021, Proceedings. Volume 12882 of Lecture Notes in Computer Science, pages 23-32, Springer, 2021. [doi]

Abstract

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