2025
Hypercone Assisted Contour Generation for Out-of-Distribution Detection.
CoRR, January, 2025
2024
TRIM: Token Reduction and Inference Modeling for Cost-Effective Language Generation.
CoRR, 2024
Projection Abstractions in Planning Under the Lenses of Abstractions for MDPs.
CoRR, 2024
Enabling Advanced Land Cover Analytics: An Integrated Data Extraction Pipeline for Predictive Modeling with the Dynamic World Dataset.
CoRR, 2024
On Learning Action Costs from Input Plans.
CoRR, 2024
Predicting Customer Goals in Financial Institution Services: A Data-Driven LSTM Approach.
CoRR, 2024
TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners.
CoRR, 2024
On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning.
CoRR, 2024
Computer User Interface Understanding. A New Dataset and a Learning Framework.
CoRR, 2024
On Computing Plans with Uniform Action Costs.
CoRR, 2024
Synthetic Data Applications in Finance.
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CoRR, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Shining a Light on Hurricane Damage Estimation via Nighttime Light Data: Pre-Processing Matters.
Proceedings of the IGARSS 2024, 2024
Contrastive Explanations of Centralized Multi-agent Optimization Solutions.
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024
Computing Planning Centroids and Minimum Covering States Using Symbolic Bidirectional Search.
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024
Generalising Planning Environment Redesign.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Methods for matching English language addresses.
Trans. GIS, April, 2023
Classification of Tabular Data by Text Processing.
CoRR, 2023
Contrastive Explanations of Multi-agent Optimization Solutions.
CoRR, 2023
On the Constrained Time-Series Generation Problem.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Generating Replanning Goals Through Multi-Objective Optimization in Response to Execution Observation.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Combining Heuristic Search and Linear Programming to Compute Realistic Financial Plans.
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023
2022
Fairness in Multi-Agent Planning.
CoRR, 2022
Inapplicable Actions Learning for Knowledge Transfer in Reinforcement Learning.
CoRR, 2022
Anticipatory Counterplanning.
CoRR, 2022
Advising Agent for Service-Providing Live-Chat Operators.
Proceedings of the Multi-Agent Systems - 19th European Conference, 2022
Advising Agent for Service-Providing Live-Chat Operators.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Assignment and Prioritization of Tasks with Uncertain Durations for Satisfying Makespans in Decentralized Execution.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022
2021
On-line modelling and planning for urban traffic control.
Expert Syst. J. Knowl. Eng., 2021
Selecting goals in oversubscription planning using relaxed plans.
Artif. Intell., 2021
Intelligent Execution through Plan Analysis.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Train Route Planning as a Multi-agent Path Finding Problem.
Proceedings of the Advances in Artificial Intelligence, 2021
Computing Opportunities to Augment Plans for Novel Replanning during Execution.
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021
2020
Using Pre-Computed Knowledge for Goal Allocation in Multi-Agent Planning.
J. Intell. Robotic Syst., 2020
Domain-independent generation and classification of behavior traces.
CoRR, 2020
Goal recognition via model-based and model-free techniques.
CoRR, 2020
Plan merging by reuse for multi-agent planning.
Appl. Intell., 2020
Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering.
Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020
2019
Efficient approaches for multi-agent planning.
Knowl. Inf. Syst., 2019
Guarantees for Sound Abstractions for Generalized Planning (Extended Paper).
CoRR, 2019
Error Analysis and Correction for Weighted A*'s Suboptimality (Extended Version).
CoRR, 2019
Error Analysis and Correction for Weighted A*'s Suboptimality.
Proceedings of the Twelfth International Symposium on Combinatorial Search, 2019
Guarantees for Sound Abstractions for Generalized Planning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Finding Centroids and Minimum Covering States in Planning.
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019
2018
Special issue on goal reasoning.
AI Commun., 2018
Learning-driven goal generation.
AI Commun., 2018
Anticipation of goals in automated planning.
AI Commun., 2018
Symbolic perimeter abstraction heuristics for cost-optimal planning.
Artif. Intell., 2018
Counterplanning using Goal Recognition and Landmarks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Heterogeneous multi-agent planning using actuation maps.
Proceedings of the 2018 IEEE International Conference on Autonomous Robot Systems and Competitions, 2018
Meta-Search Through the Space of Representations and Heuristics on a Problem by Problem Basis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Planning for tourism routes using social networks.
Expert Syst. Appl., 2017
2016
Planning and execution through variable resolution planning.
Robotics Auton. Syst., 2016
Abstraction Heuristics for Symbolic Bidirectional Search.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Urban Traffic Control Assisted by AI Planning and Relational Learning.
Proceedings of the Ninth International Workshop on Agents in Traffic and Transportation (ATT 2016) co-located with the 25th International Joint Conference On Artificial Intelligence (IJCAI 2016), 2016
TIMIPLAN: A Tool for Transportation Tasks.
Proceedings of the Autonomic Road Transport Support Systems, 2016
2015
Using random sampling trees for automated planning.
AI Commun., 2015
Automatic construction of optimal static sequential portfolios for AI planning and beyond.
Artif. Intell., 2015
Sorting Sequential Portfolios in Automated Planning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
Progress in Case-Based Planning.
ACM Comput. Surv., 2014
The Fifth Annual Symposium on Combinatorial Search.
AI Commun., 2014
Analyzing the Impact of Partial States on Duplicate Detection and Collision of Frontiers.
Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014
2013
On the automatic compilation of e-learning models to planning.
Knowl. Eng. Rev., 2013
Using automated planning for improving data mining processes.
Knowl. Eng. Rev., 2013
Using Activity Recognition for Building Planning Action Models.
Int. J. Distributed Sens. Networks, 2013
Multi-step Generation of Bayesian Networks Models for Software Projects Estimations.
Int. J. Comput. Intell. Syst., 2013
Combining linear programming and automated planning to solve intermodal transportation problems.
Eur. J. Oper. Res., 2013
Integrating Planning, Execution, and Learning to Improve Plan Execution.
Comput. Intell., 2013
A case-based approach to heuristic planning.
Appl. Intell., 2013
Humanoid Robots Play Theater.
Proceedings of the ROBOT 2013: First Iberian Robotics Conference, 2013
Symbolic Merge-and-Shrink for Cost-Optimal Planning.
Proceedings of the IJCAI 2013, 2013
Revisiting Regression in Planning.
Proceedings of the IJCAI 2013, 2013
OnDroad Planner: Building Tourist Plans Using Traveling Social Network Information.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013
Multi-agent planning by plan reuse.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
A prototype-based method for classification with time constraints: a case study on automated planning.
Pattern Anal. Appl., 2012
A review of machine learning for automated planning.
Knowl. Eng. Rev., 2012
Using linear programming to solve clustered oversubscription planning problems for designing e-courses.
Expert Syst. Appl., 2012
The Symposium on Combinatorial Search.
AI Commun., 2012
Performance Analysis of Planning Portfolios.
Proceedings of the Fifth Annual Symposium on Combinatorial Search, 2012
An Automated User-Centered Planning Framework for Decision Support in Environmental Early Warnings.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012
2011
From Unstructured Web Knowledge to Plan Descriptions.
Proceedings of the Information Retrieval and Mining in Distributed Environments, 2011
Scaling up Heuristic Planning with Relational Decision Trees.
J. Artif. Intell. Res., 2011
Knowledge Transfer between Automated Planners.
AI Mag., 2011
A Dynamic Sliding Window Approach for Activity Recognition.
Proceedings of the User Modeling, Adaption and Personalization, 2011
Adapting a Rapidly-Exploring Random Tree for Automated Planning.
Proceedings of the Fourth Annual Symposium on Combinatorial Search, 2011
Providing Deliberation to Emotional Agents.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011
Modeling Motivations, Personality Traits and Emotional States in Deliberative Agents Based on Automated Planning.
Proceedings of the Agents and Artificial Intelligence - Third International Conference, 2011
Using the Relaxed Plan Heuristic to Select Goals in Oversubscription Planning Problems.
Proceedings of the Advances in Artificial Intelligence, 2011
Planning Multi-Modal Transportation Problems.
Proceedings of the 21st International Conference on Automated Planning and Scheduling, 2011
Autonomous Mobile Robot Control and Learning with the PELEA Architecture.
Proceedings of the Automated Action Planning for Autonomous Mobile Robots, 2011
2010
Automatic generation of temporal planning domains for e-learning problems.
J. Sched., 2010
GA-stacking: Evolutionary stacked generalization.
Intell. Data Anal., 2010
Adding Diversity to Classical Heuristic Planning.
Proceedings of the Third Annual Symposium on Combinatorial Search, 2010
Using Backwards Generated Goals for Heuristic Planning.
Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010
2009
OMBO: An opponent modeling approach.
AI Commun., 2009
Assisting Data Mining through Automated Planning.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009
A Look-Ahead B&B Search for Cost-Based Planning.
Proceedings of the Current Topics in Artificial Intelligence, 2009
2008
Two steps reinforcement learning.
Int. J. Intell. Syst., 2008
samap: An user-oriented adaptive system for planning tourist visits.
Expert Syst. Appl., 2008
Unsupervised and Domain Independent Ontology Learning: Combining Heterogeneous Sources of Evidence.
Proceedings of the International Conference on Language Resources and Evaluation, 2008
A New Approach to Heuristic Estimations for Cost-Based Planning.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
Learning Relational Decision Trees for Guiding Heuristic Planning.
Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008
Prototypes Based Relational Learning.
Proceedings of the Artificial Intelligence: Methodology, 2008
A Social and Emotional Model for Obtaining Believable Emergent Behaviors.
Proceedings of the Artificial Intelligence: Methodology, 2008
The PELA Architecture: Integrating Planning and Learning to Improve Execution.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
PLTOOL: A knowledge engineering tool for planning and learning.
Knowl. Eng. Rev., 2007
Integrating planning and scheduling in workflow domains.
Expert Syst. Appl., 2007
Transferring Learned Control-Knowledge between Planners.
Proceedings of the IJCAI 2007, 2007
Using Cases Utility for Heuristic Planning Improvement.
Proceedings of the Case-Based Reasoning Research and Development, 2007
Case-Based Recommendation of Node Ordering in Planning.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007
2006
IPSS: A Hybrid Approach to Planning and Scheduling Integration.
IEEE Trans. Knowl. Data Eng., 2006
Multi-agent plan based information gathering.
Appl. Intell., 2006
Combining Macro-operators with Control Knowledge.
Proceedings of the Inductive Logic Programming, 16th International Conference, 2006
Learning by Knowledge Sharing in Autonomous Intelligent Systems.
Proceedings of the Advances in Artificial Intelligence, 2006
Improving Control-Knowledge Acquisition for Planning by Active Learning.
Proceedings of the Machine Learning: ECML 2006, 2006
2005
A Reinforcement Learning Algorithm in Cooperative Multi-Robot Domains.
J. Intell. Robotic Syst., 2005
A Multi-Agent architecture for intelligent gathering systems.
AI Commun., 2005
Machine Learning in Hybrid Hierarchical and Partial-Order Planners for Manufacturing Domains.
Appl. Artif. Intell., 2005
Machine Learning of Plan Robustness Knowledge About Instances.
Proceedings of the Machine Learning: ECML 2005, 2005
2004
An AI Planning-based Tool for Scheduling Satellite Nominal Operations.
AI Mag., 2004
Predicting Opponent Actions by Observation.
Proceedings of the RoboCup 2004: Robot Soccer World Cup VIII, 2004
Empirical Evaluation of Optimized Stacking Configurations.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004
Using Previous Experience for Learning Planning Control Knowledge.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004
IPSS: A Hybrid Reasoner for Planning and Scheduling.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
2003
Learning Retrieval Expert Combinations with Genetic Algorithms.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2003
2002
A knowledge-based approach for business process reengineering, SHAMASH.
Knowl. Based Syst., 2002
A context vector model for information retrieval.
J. Assoc. Inf. Sci. Technol., 2002
Exploring the Stacking State-Space.
Int. J. Artif. Intell. Tools, 2002
Using genetic programming to learn and improve control knowledge.
Artif. Intell., 2002
Predicting opponent actions in the RoboSoccer.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002
Using genetic algorithms to find suboptimal retrieval expert combinations.
Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002
Solving Travel Problems by Integrating WEB Information with Planning.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002
On Determinism Handling While Learning Reduced State Space Representations.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
On Control Knowledge Acquisition by Exploiting Human-Computer Interaction.
Proceedings of the Sixth International Conference on Artificial Intelligence Planning Systems, 2002
2001
ABC2 an Agenda Based Multi-Agent Model for Robots Control and Cooperation.
J. Intell. Robotic Syst., 2001
Learning to Solve Planning Problems Efficiently by Means of Genetic Programming.
Evol. Comput., 2001
Intelligent Travel Planning: A MultiAgent Planning System to Solve Web Problems in the e-Tourism Domain.
Auton. Agents Multi Agent Syst., 2001
Abstract planning in dynamic environments.
Proceedings of the IEEE International Conference on Systems, 2001
Empirical Study of a Stacking State-Space.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001
SHAMASH: An AI Tool for Modeling and Optimizing Business Processes.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001
Grammars for learning control knowledge with GP.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
An Integrated Approach of Learning, Planning, and Execution.
J. Intell. Robotic Syst., 2000
Knowledge Representation Issues in Control Knowledge Learning.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
1999
VQQL. Applying Vector Quantization to Reinforcement Learning.
Proceedings of the RoboCup-99: Robot Soccer World Cup III, 1999
1998
Genetic Programming and Deductive-Inductive Learning: A Multi-Strategy Approach.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998
Distributed Reinforcement Learning in Multi-Agent Decision Systems.
Proceedings of the Progress in Artificial Intelligence, 1998
Evolving Heuristics for Planning.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
Distributed Decision Making in Checkers.
Proceedings of the Computers and Games, First International Conference, 1998
Genetic Programming of Control Knowledge for Planning.
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998
1997
Lazy Incremental Learning of Control Knowledge for Efficiently Obtaining Quality Plans.
Artif. Intell. Rev., 1997
A Computational Approach to George Boole's Discovery of Mathematical Logic.
Artif. Intell., 1997
Using <i>ABC</i><sup>2</sup> in the RoboCup Domain.
Proceedings of the RoboCup-97: Robot Soccer World Cup I, 1997
Planning, Learning, and Executing in Autonomous Systems.
Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997
1995
Integrating planning and learning: the PRODIGY architecture.
J. Exp. Theor. Artif. Intell., 1995
MUDS: A Data-Driven Multireasoning Model.
Proceedings of the Fifth Scandinavian Conference on Artificial Intelligence, 1995
1994
Learning Strategy Knowledge Incrementally.
Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994
Incremental Learning of Control Knowledge for Nonlinear Problem Solving.
Proceedings of the Machine Learning: ECML-94, 1994
1993
Cooperation of Machine Learning and Validation.
Proceedings of the European Symposium on the Validation and Verification of Knowledge Based Systems, 1993
1990
Método incremental de compilación de conocimiento inteligente : MINNIE.
PhD thesis, 1990
Dominoes as a Domain where to use Proverbs as Heuristics.
Data Knowl. Eng., 1990