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Carlos Núñez Molina
Carlos Núñez Molina
PhD candidate, Universidad de Granada
在 correo.ugr.es 的电子邮件经过验证
标题
引用次数
引用次数
年份
Learning to select goals in Automated Planning with Deep-Q Learning
C Núñez-Molina, J Fernández-Olivares, R Pérez
Expert Systems with Applications 202, 117265, 2022
112022
Nesig: A neuro-symbolic method for learning to generate planning problems
C Núñez-Molina, P Mesejo, J Fernández-Olivares
arXiv preprint arXiv:2301.10280, 2023
32023
A review of symbolic, subsymbolic and hybrid methods for sequential decision making
C Núñez-Molina, P Mesejo, J Fernández-Olivares
ACM Computing Surveys, 2023
22023
Goal Reasoning by Selecting Subgoals with Deep Q-Learning
C Núñez-Molina, V Nikolov, I Vellido, J Fernández-Olivares
arXiv preprint arXiv:2012.12335, 2020
22020
Application of Neurosymbolic AI to Sequential Decision Making
C Núnez-Molina
Thirty-First International Joint Conference on Artificial Intelligence …, 2022
12022
On Using Admissible Bounds for Learning Forward Search Heuristics
C Núñez-Molina, M Asai, P Mesejo, J Fernández-Olivares
arXiv preprint arXiv:2308.11905, 2023
2023
Towards a Unified Framework for Sequential Decision Making
C Núnez-Molina, P Mesejo, J Fernández-Olivares
ICAPS 2023 PRL Workshop on Bridging the Gap Between AI Planning and …, 2023
2023
A Proposal to Generate Planning Problems with Graph Neural Networks
C Núnez-Molina, P Mesejo, J Fernández-Olivares
ICAPS 2022 PRL Workshop on Bridging the Gap Between AI Planning and …, 2022
2022
A Proposal to Integrate Deep Q-Learning with Automated Planning to Improve the Performance of a Planning-Based Agent
C Núñez-Molina, I Vellido, V Nikolov-Vasilev, R Pérez, J Fdez-Olivares
Conference of the Spanish Association for Artificial Intelligence, 23-32, 2021
2021
Planning from video game descriptions
I Vellido, C Núñez-Molina, V Nikolov, J Fdez-Olivares
arXiv preprint arXiv:2109.00449, 2021
2021
Improving Online Planning and Execution by Selecting Goals with Deep Q-Learning
C Núñez-Molina, J Fdez-Olivares, R Pérez
ICAPS 2020 Workshop on Integrated Execution (IntEx) / Goal Reasoning (GR), 1-7, 2020
2020
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