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2020 – today
- 2025
[i8]Israel Puerta-Merino, Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares:
A Roadmap to Guide the Integration of LLMs in Hierarchical Planning. CoRR abs/2501.08068 (2025)- 2024
- [j2]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): 272:1-272:36 (2024) - [c4]Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares:
NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems. ECAI 2024: 4084-4091 - [c3]Carlos Núñez-Molina, Masataro Asai, Pablo Mesejo, Juan Fernández-Olivares:
On Using Admissible Bounds for Learning Forward Search Heuristics. IJCAI 2024: 6761-6769 - [i7]Carlos Núñez-Molina, Juan Fernández-Olivares, Raúl Pérez:
Learning to Select Goals in Automated Planning with Deep-Q Learning. CoRR abs/2406.14779 (2024) - 2023
- [i6]Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares:
NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems. CoRR abs/2301.10280 (2023) - [i5]Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares:
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making. CoRR abs/2304.10590 (2023) - [i4]Carlos Núñez-Molina, Masataro Asai:
Utilizing Admissible Bounds for Heuristic Learning. CoRR abs/2308.11905 (2023) - [i3]Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares:
Towards a Unified Framework for Sequential Decision Making. CoRR abs/2310.02167 (2023) - 2022
- [j1]Carlos Núñez-Molina, Juan Fernández-Olivares, Raúl Pérez:
Learning to select goals in Automated Planning with Deep-Q Learning. Expert Syst. Appl. 202: 117265 (2022) - [c2]Carlos Núñez-Molina:
Application of Neurosymbolic AI to Sequential Decision Making. IJCAI 2022: 5863-5864 - 2021
- [c1]Carlos Núñez-Molina, Ignacio Vellido-Expósito, 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: 23-32 - [i2]Ignacio Vellido-Expósito, Carlos Núñez-Molina, Vladislav Nikolov-Vasilev, Juan Fdez-Olivares:
Planning from video game descriptions. CoRR abs/2109.00449 (2021) - 2020
- [i1]Carlos Núñez-Molina, Vladislav Nikolov-Vasilev, Ignacio Vellido-Expósito, Juan Fernández-Olivares:
Goal Reasoning by Selecting Subgoals with Deep Q-Learning. CoRR abs/2012.12335 (2020)
Coauthor Index
aka: Juan Fdez-Olivares
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