Fernando Fernández

发表

Navigating through the RLATES Interface: A Web-Based Adaptive and Intelligent Educational System

Paloma Martínez, Ana Iglesias, Fernando Fernández, 2003, OTM Workshops.

Learning Content Sequencing in an Educational Environment According to Student Needs

Paloma Martínez, Ana Iglesias, Ricardo Aler, 2004, ALT.

From Continuous Behaviour to Discrete Knowledge

Ricardo Aler, Agapito Ledezma, Fernando Fernández, 2009, IWANN.

A Reinforcement Learning Approach for Multiagent Navigation

Fernando Fernández, Miguel Lozano, Francisco Grimaldo, 2010, ICAART.

A comprehensive survey on safe reinforcement learning

Javier García, Fernando Fernández, F. Fernández, 2015, J. Mach. Learn. Res..

The IBaCoP Planning System: Instance-Based Configured Portfolios

Fernando Fernández, Tomás de la Rosa, Isabel Cenamor, 2016, J. Artif. Intell. Res..

강화(Reinforcement) 이론에 근거한 교사 보조 로봇 인터랙션 디자인

이동규, 김명석, 한정혜, 2006 .

The PELA Architecture: Integrating Planning and Learning to Improve Execution

Sergio Jiménez Celorrio, Fernando Fernández, Daniel Borrajo, 2008, AAAI.

Safe Exploration of State and Action Spaces in Reinforcement Learning

Javier García, Fernando Fernández, F. Fernández, 2012, J. Artif. Intell. Res..

Designing nearest neighbour classifiers by the evolution of a population of prototypes

Pedro Isasi Viñuela, Fernando Fernández, 2001, ESANN.

Reinforcement learning of pedagogical policies in adaptive and intelligent educational systems

Paloma Martínez, Ana Iglesias, Ricardo Aler, 2009, Knowl. Based Syst..

On Determinism Handling While Learning Reduced State Space Representations

Fernando Fernández, Daniel Borrajo, F. Fernández, 2002, ECAI.

A review of machine learning for automated planning

Sergio Jiménez Celorrio, Fernando Fernández, Daniel Borrajo, 2012, The Knowledge Engineering Review.

Reusing and Building a Policy Library

Manuela M. Veloso, Fernando Fernández, 2006, ICAPS.

A Modelling and Formalisation Tool for Use Case Design in Social Autonomous Robotics

Fernando Fernández, Alba Gragera, Alba María García, 2019, ROBOT.

Design of a Robotic as a Service Platform to Perform Rehabilitation Therapies

José Carlos González, Adrián Gallego, José Carlos Pulido, 2019, ROBOT.

Machine Learning of Plan Robustness Knowledge About Instances

Sergio Jiménez Celorrio, Fernando Fernández, Daniel Borrajo, 2005, ECML.

Applying Reinforcement Learning to Take Pedagogical Decisions in Intelligent Tutoring Systems

Paloma Martínez, Ana Iglesias, Fernando Fernández, 2002 .

INTEGRATING PLANNING, EXECUTION, AND LEARNING TO IMPROVE PLAN EXECUTION

Sergio Jiménez Celorrio, Fernando Fernández, Daniel Borrajo, 2013, Comput. Intell..

Learning Virtual Agents for Decision-Making in Business Simulators

Javier García, Fernando Fernández, Fernando Borrajo, 2010, MALLOW.

Performance Modelling of Planners from Homogeneous Problem Sets

Fernando Fernández, Tomás de la Rosa, Isabel Cenamor, 2017, ICAPS.

Learning teaching strategies in an Adaptive and Intelligent Educational System through Reinforcement Learning

Paloma Martínez, Ana Iglesias, Ricardo Aler, 2009, Applied Intelligence.

Learning to Teach Database Design by Trial and Error

Paloma Martínez, Ana Iglesias, Elena Castro, 2002, ICEIS.

VQQL. Applying Vector Quantization to Reinforcement Learning

Fernando Fernández, Daniel Borrajo, 1999, RoboCup.

Policy Reuse for Transfer Learning Across Tasks with Different State and Action Spaces

Fernando Fernández, F. Fernández, 2006 .

Automatic Finding of Good Classifiers Following a Biologically Inspired Metaphor

Pedro Isasi Viñuela, Fernando Fernández, 2002, Comput. Artif. Intell..

Probabilistic Reuse of Past Policies

Manuela Veloso, Fernando Fernández, 2005 .

Editorial: Modeling decisions for artificial intelligence

Fernando Fernández, Daniel Borrajo, V. Torra, 2008 .

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

José Carlos González, Raquel Fuentetaja, Fernando Fernández, 2020, Sensors.

Reinforcement learning in the robocup-soccer keepaway

Manuela Veloso, Fernando Fernández, Javier Garćıa, 2007 .

Err is Human: Building a safer health system

Paloma Martínez, Ana Iglesias, Fernando Fernández, 2003 .

Evolutionary Approach to Overcome Initialization Parameters in Classification Problems

Pedro Isasi Viñuela, Fernando Fernández, F. Fernández, 2003, IWANN.

Building a Library of Policies through Policy Reuse

Manuela Veloso, Fernando Fernández, 2005 .

Exploration and Policy Reuse

Manuela Veloso, Fernando Fernández, M. Veloso, 2005 .

A Taxonomy of Similarity Metrics for Markov Decision Processes pdf

Fernando Fernández, Álvaro Visús, Javier García, 2021, ArXiv.

IBACOP and IBACOP2 Planner

Fernando Fernández, Tomás de la Rosa, Isabel Cenamor, 2014 .

Learning Predictive Models to Conﬁgure Planning Portfolios

Fernando Fernández, Tomás de la Rosa, Isabel Cenamor, 2013 .