Juan Fernandez Olivares

Universidad de Granada

Publicaciones

Automated planning instance generation with neuro-symbolic AI

Artificial Intelligence

A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making
AUTHORS: Carlos Núñez-Molina; Pablo Mesejo; Juan Fernández-Olivares

ACM Computing Surveys

NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems
AUTHORS: Carlos Núñez-Molina; Pablo Mesejo; Juan Fernández-Olivares
Learning to select goals in Automated Planning with Deep-Q Learning
AUTHORS: Carlos Núñez-Molina; Juan Fernández-Olivares; Raúl Pérez

Expert Systems with Applications

A Proposal to Integrate Deep Q-Learning with Automated Planning to Improve the Performance of a Planning-Based Agent
AUTHORS: Carlos Núñez-Molina; Ignacio Vellido; Vladislav Nikolov-Vasilev; Raúl Pérez; Juan Fdez-Olivares
Discovering relational and numerical expressions from plan traces for learning action models
AUTHORS: Segura-Muros, J.Á.; Pérez, R.; Fernández-Olivares, J.

Applied Intelligence

Driver activity recognition by means of temporal HTN planning
AUTHORS: Fernandez-Olivares, J.; Perez, R.

Proceedings International Conference on Automated Planning and Scheduling, ICAPS

Personalized conciliation of clinical guidelines for comorbid patients through multi-agent planning
AUTHORS: Fdez-Olivares, J.; Onaindia, E.; Castillo, L.; Jordán, J.; Cózar, J.

Artificial Intelligence in Medicine

Time prediction on multi-perspective declarative business processes
AUTHORS: Jimenez-Ramirez, A.; Barba, I.; Fernandez-Olivares, J.; Del Valle, C.; Weber, B.

Knowledge and Information Systems

Integration of an automated hierarchical task planner in ros using behaviour trees
AUTHORS: Segura-Muros, J.A.; Fernandez-Olivares, J.

Proceedings - 6th IEEE International Conference on Space Mission Challenges for Information Technology, SMC-IT 2017

A knowledge-based architecture for the management of patient-focused care pathways
AUTHORS: Sánchez-Garzón, I.; González-Ferrer, A.; Fernández-Olivares, J.

Applied Intelligence

Separating the autonomous behaviors and coordination regimes of non-player characters
AUTHORS: Milla-Millán, G.; Fdez-Olivares, J.

CEUR Workshop Proceedings

Automated generation of patient-tailored electronic care pathways by translating computer-interpretable guidelines into hierarchical task networks
AUTHORS: González-Ferrer, A.; ten Teije, A.; Fdez-Olivares, J.; Milian, K.

Artificial Intelligence in Medicine

From business process models to hierarchical task network planning domains
AUTHORS: González-Ferrer, A.; Fernández-Olivares, J.; Castillo, L.

Knowledge Engineering Review

Autonomous mobile robot control and learning with the PELEA architecture
AUTHORS: Quintero, E.; Alcázar, V.; Borrajo, D.; Fdez-Olivares, J.; Fernández, F.; García-Olaya, Á.; Guzmán, C.; Onaindía, E.; Prior, D.

AAAI Workshop - Technical Report

Cities that offer a customized and personalized tourist experience to each and every visitor: The smartourism project
AUTHORS: Palao, F.; Castillo, L.; Fdez-Olivares, J.; García, O.

ACM International Conference Proceeding Series

Supporting clinical processes and decisions by hierarchical planning and scheduling
AUTHORS: Fdez-Olivares, J.; Castillo, L.; Cózar, J.A.; García Pérez, O.

Computational Intelligence

A knowledge engineering methodology for rapid prototyping of planning applications
AUTHORS: Castillo, L.; Fernandez-Olivares, J.; Gonzalez, A.; Milla, G.; Prior, D.; Morales, L.; Figueroa, J.; Pérez-Villar, V.

Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23

Automatic generation of temporal planning domains for e-learning problems
AUTHORS: Castillo, L.; Morales, L.; González-Ferrer, A.; Fdez-Olivares, J.; Borrajo, D.; Onaindía, E.

Journal of Scheduling

Smart process management: Automated generation of adaptive cases based on intelligent planning technologies?
AUTHORS: González-Ferrer, A.; Fdez-Olivares, J.; Sánchez-Garzón, I.; Castillo, L.

CEUR Workshop Proceedings

Workflow planning for e-learning center management
AUTHORS: González-Ferrer, A.; Castillo, L.; Fernández-Olivares, J.; Morales, L.

Proceedings - The 8th IEEE International Conference on Advanced Learning Technologies, ICALT 2008

Handling fuzzy temporal constraints in a planning environment

Annals of Operations Research

Bringing users and planning technology together. Experiences in SIADEX
AUTHORS: Fdez-Olivares, J.; Castillo, L.; García-Pérez, Ó.; Palao, F.

ICAPS 2006 - Proceedings, Sixteenth International Conference on Automated Planning and Scheduling

Efficiently handling temporal knowledge in an HTN planner
AUTHORS: Castillo, L.; Fdez-Olivares, J.; García-Pérez, Ó.; Palao, F.

ICAPS 2006 - Proceedings, Sixteenth International Conference on Automated Planning and Scheduling

SIADEX: An interactive knowledge-based planner for decision support in forest fire fighting
AUTHORS: De La Asunción, M.; Castillo, L.; Fdez-Olivares, J.; García-Pérez, O.; González, A.; Palao, F.

AI Communications

Some issues about the representation and exploitation of imprecise temporal knowledge for an AI planner

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Mixing expressiveness and efficiency in a manufacturing planner

Journal of Experimental and Theoretical Artificial Intelligence

A three-level knowledge-based system for the generation of live and safe Petri nets for manufacturing systems

Journal of Intelligent Manufacturing

Automatic generation of control sequences for manufacturing systems based on partial order planning techniques

Artificial Intelligence in Engineering

Intelligent planning of Grafcet charts

Robotics and Computer-Integrated Manufacturing

Knowledge-based tool for the automated synthesis of Petri nets for manufacturing systems
AUTHORS: Castillo, L.; Fdez-Olivares, J.; Gonzalez, A.

IEEE Symposium on Emerging Technologies and Factory Automation, ETFA