Javier García

According to our database, Javier García authored at least 43 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Clustering-based attack detection for adversarial reinforcement learning.

Rubén Majadas, Javier García-Polo, Fernando Fernández

Appl. Intell., February, 2024

2023

Discrete Uncertainty Quantification For Offline Reinforcement Learning.

José Luis Pérez, Javier Corrochano, Javier García, Rubén Majadas, Cristina Ibáñez-Llano, Sergio Pérez, Fernando Fernández

J. Artif. Intell. Soft Comput. Res., October, 2023

Automated market maker inventory management with deep reinforcement learning.

Oscar Fernández Vicente, Fernando Fernández, Javier García

Appl. Intell., October, 2023

2022

A taxonomy for similarity metrics between Markov decision processes.

Javier García, Álvaro Visús, Fernando Fernández

Mach. Learn., 2022

Instance-based defense against adversarial attacks in Deep Reinforcement Learning.

Javier García, Ismael Sagredo-Olivenza

Eng. Appl. Artif. Intell., 2022

2021

Extending the Evaluation of Social Assistive Robots With Accessibility Indicators: The AUSUS Evaluation Framework.

Ana Iglesias, Javier García, Angel García Olaya, Raquel Fuentetaja, Fernando Fernández, Adrián Romero-Garcés, Rebeca Marfil, Antonio Bandera, Karine Lan Hing Ting, Dimitri Voilmy, Alvaro Dueñas-Ruiz, Cristina Suárez-Mejías

IEEE Trans. Hum. Mach. Syst., 2021

Similarity metrics for Different Market Scenarios in Abides.

Diego Pino, Javier García, Fernando Fernández, Svitlana Vyetrenko

CoRR, 2021

A Taxonomy of Similarity Metrics for Markov Decision Processes.

Álvaro Visús, Javier García, Fernando Fernández

CoRR, 2021

Disturbing Reinforcement Learning Agents with Corrupted Rewards.

Rubén Majadas, Javier García, Fernando Fernández

CoRR, 2021

Probabilistic Multi-knowledge Transfer in Reinforcement Learning.

Daniel Fernández, Fernando Fernández, Javier García

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Deep Q-learning market makers in a multi-agent simulated stock market.

Oscar Fernández Vicente, Fernando Fernández Rebollo, Francisco Javier García-Polo

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

2020

An Automated Planning Model for HRI: Use Cases on Social Assistive Robotics.

Raquel Fuentetaja, Angel García Olaya, Javier García, José Carlos González, Fernando Fernández

Sensors, 2020

Learning adversarial attack policies through multi-objective reinforcement learning.

Javier García, Rubén Majadas, Fernando Fernández

Eng. Appl. Artif. Intell., 2020

Perceptions or Actions? Grounding How Agents Interact Within a Software Architecture for Cognitive Robotics.

Rebeca Marfil, Adrián Romero-Garcés, Juan Pedro Bandera Rubio, Luis J. Manso, Luis V. Calderita, Pablo Bustos, Antonio Bandera, Javier García-Polo, Fernando Fernández, Dimitri Voilmy

Cogn. Comput., 2020

2019

Probabilistic Policy Reuse for Safe Reinforcement Learning.

Javier García, Fernando Fernández

ACM Trans. Auton. Adapt. Syst., 2019

Directed Exploration in Black-Box Optimization for Multi-Objective Reinforcement Learning.

Javier García, Roberto Iglesias, Miguel A. Rodríguez, Carlos Vázquez Regueiro

Int. J. Inf. Technol. Decis. Mak., 2019

Reinforcement learning for pricing strategy optimization in the insurance industry.

Elena Krasheninnikova, Javier García, Roberto Maestre, Fernando Fernández

Eng. Appl. Artif. Intell., 2019

2018

On-Line Case-Based Policy Learning for Automated Planning in Probabilistic Environments.

Moisés Martínez, Javier García, Fernando Fernández

Int. J. Inf. Technol. Decis. Mak., 2018

Adaptation of the Difficulty Level in an Infant-Robot Movement Contingency Study.

José Carlos Pulido, Rebecca Funke, Javier García, Beth A. Smith, Maja J. Mataric

Proceedings of the Advances in Physical Agents, 2018

Challenges on the Application of Automated Planning for Comprehensive Geriatric Assessment Using an Autonomous Social Robot.

Angel García Olaya, Raquel Fuentetaja, Javier García-Polo, José Carlos González, Fernando Fernández

Proceedings of the Advances in Physical Agents, 2018

Towards a robust robotic assistant for Comprehensive Geriatric Assessment procedures: updating the CLARC system.

Jesús Martínez, Adrián Romero-Garcés, Cristina Suarez, Rebeca Marfil, Karine Lan Hing Ting, Ana Iglesias, Javier García, Fernando Fernández, Alvaro Dueñas-Ruiz, Luis V. Calderita, Antonio Bandera, Juan Pedro Bandera Rubio

Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

2017

Incremental reinforcement learning for multi-objective robotic tasks.

Javier García, Roberto Iglesias, Miguel A. Rodríguez, Carlos Vázquez Regueiro

Knowl. Inf. Syst., 2017

CLARC: A Cognitive Robot for Helping Geriatric Doctors in Real Scenarios.

Dimitri Voilmy, Cristina Suarez, Adrián Romero-Garcés, Cristian Reuther, José Carlos Pulido, Rebeca Marfil, Luis Jesús Manso, Karine Lan Hing Ting, Ana Iglesias, José Carlos González, Javier García, Angel García Olaya, Raquel Fuentetaja, Fernando Fernández, Alvaro Dueñas-Ruiz, Luis Vicente Calderita, Pablo Bustos, T. Barile, Juan Pedro Bandera Rubio, Antonio Bandera

Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

LifeBots I: Building the Software Infrastructure for Supporting Lifelong Technologies.

Antonio Bandera, Juan Pedro Bandera Rubio, Pablo Bustos, Fernando Fernández, Angel García Olaya, Javier García-Polo, Ismael García-Varea, Luis Jesús Manso, Rebeca Marfil, Jesus Martínez-Gómez, Pedro Núñez, José Manuel Pérez-Lorenzo, Pedro Reche López, Cristina Romero-González, Raquel Viciana-Abad

Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Integrating the users in the design of a robot for making Comprehensive Geriatric Assessments (CGA) to elderly people in care centers.

Karine Lan Hing Ting, Dimitri Voilmy, Ana Iglesias, José Carlos Pulido, Javier García, Adrián Romero-Garcés, Juan Pedro Bandera Rubio, Rebeca Marfil, Alvaro Dueñas-Ruiz

Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

2016

TIMIPLAN: A Tool for Transportation Tasks.

Javier García, Álvaro Torralba, José E. Flórez, Daniel Borrajo, Carlos Linares López, Ángel García Olaya

Proceedings of the Autonomic Road Transport Support Systems, 2016

2015

A comprehensive survey on safe reinforcement learning.

Javier García, Fernando Fernández

J. Mach. Learn. Res., 2015

2014

Skills and abilities for working in a global software development team: a competence model.

Javier Saldaña Ramos, Ana Sanz-Esteban, Javier García, Antonio Amescua

J. Softw. Evol. Process., 2014

2013

Combining linear programming and automated planning to solve intermodal transportation problems.

Javier García, José E. Flórez, Álvaro Torralba Arias de Reyna, Daniel Borrajo, Carlos Linares López, Angel García Olaya, Juan Sáenz

Eur. J. Oper. Res., 2013

2012

Safe Exploration of State and Action Spaces in Reinforcement Learning.

Javier García, Fernando Fernández

J. Artif. Intell. Res., 2012

Reinforcement Learning for Decision-Making in a Business Simulator.

Javier García, Fernando Borrajo, Fernando Fernández

Int. J. Inf. Technol. Decis. Mak., 2012

2011

Design guidelines for software processes knowledge repository development.

Javier García, Antonio de Amescua Seco, María Isabel Sánchez Segura, Leonardo Bermón-Angarita

Inf. Softw. Technol., 2011

Planning Multi-Modal Transportation Problems.

José E. Flórez, Álvaro Torralba Arias de Reyna, Javier García, Carlos Linares López, Angel García Olaya, Daniel Borrajo

Proceedings of the 21st International Conference on Automated Planning and Scheduling, 2011

Safe reinforcement learning in high-risk tasks through policy improvement.

Francisco Javier García-Polo, Fernando Fernández Rebollo

Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011

2010

Probabilistic Policy Reuse for inter-task transfer learning.

Fernando Fernández, Javier García, Manuela M. Veloso

Robotics Auton. Syst., 2010

SIMBA: A simulator for business education and research.

Fernando Borrajo, Yolanda Bueno, Isidro de Pablo, Begoña Santos, Fernando Fernández, Javier García, Ismael Sagredo-Olivenza

Decis. Support Syst., 2010

Learning Virtual Agents for Decision-Making in Business Simulators.

Javier García, Fernando Borrajo, Fernando Fernández

Proceedings of The Multi-Agent Logics, Languages, and Organisations Federated Workshops (MALLOW 2010), Lyon, France, August 30, 2010

2009

Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks.

Iván López-Bueno, Javier García, Fernando Fernández

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

2008

A Study on How Software Engineering Supports Projects Management.

María Isabel Sánchez Segura, Javier García, Antonio de Amescua Seco, Fuensanta Medina-Domínguez, Arturo Mora-Soto

Proceedings of the Innovative Techniques in Instruction Technology, 2008

Practical SPI Planning.

José Francisco Landaeta, Javier García, Antonio de Amescua Seco

Proceedings of the Software Process Improvement, 15th European Conference, 2008

2007

Extending Microsoft Team Foundation Server Architecture to Support Collaborative Product Patterns.

Fuensanta Medina-Domínguez, María Isabel Sánchez Segura, Antonio de Amescua Seco, Javier García

Proceedings of the Software Process Dynamics and Agility, 2007

2006

A Pattern-Based Solution to Bridge the Gap Between Theory and Practice in Using Process Models.

Antonio de Amescua Seco, Javier García, María Isabel Sánchez Segura, Fuensanta Medina-Domínguez

Proceedings of the Software Process Change, 2006

2005

Requirements for a knowledge management framework to be used in software intensive organizations.

Paloma Martínez, Antonio de Amescua Seco, Javier García, Dolores Cuadra, Juan Llorens Morillo, José Miguel Fuentes, Diego Martín, Gonzalo Cuevas Agustín, José Antonio Calvo-Manzano Villalón, Tomás San Feliu Gilabert

Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005