Carlos Núñez-Molina

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Sequential Decision Making

Interactive Dynamic Influence Diagrams

Top Venues

ACM Comput. Surv.

Expert Syst. Appl.

Publications

Carlos Núñez-Molina, Juan Fernández-Olivares, Raúl Pérez
Learning to Select Goals in Automated Planning with Deep-Q Learning. CoRR (2024)
Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making. ACM Comput. Surv. 56 (11) (2024)
Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making. CoRR (2023)
Carlos Núñez-Molina, Masataro Asai
Utilizing Admissible Bounds for Heuristic Learning. CoRR (2023)
Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares
NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems. CoRR (2023)
Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares
Towards a Unified Framework for Sequential Decision Making. CoRR (2023)
Carlos Núñez-Molina
Application of Neurosymbolic AI to Sequential Decision Making. IJCAI (2022)
Carlos Núñez-Molina, Juan Fernández-Olivares, Raúl Pérez
Learning to select goals in Automated Planning with Deep-Q Learning. Expert Syst. Appl. 202 (2022)
Ignacio Vellido, Carlos Núñez-Molina, Vladislav Nikolov, Juan Fdez-Olivares
Planning from video game descriptions. CoRR (2021)
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. CAEPIA (2021)
Carlos Núñez-Molina, Vladislav Nikolov, Ignacio Vellido, Juan Fernández-Olivares
Goal Reasoning by Selecting Subgoals with Deep Q-Learning. CoRR (2020)