Current research projects
- Human-Aware Planning and Execution (HAPE)
- Adversarial Reinforcement Learning: Avoiding Malicius Behaviours: This project is granted by JP Morgan as part of the 2021 Faculty Research Award kick-off. The contributors of the project are PLG and JP Morgan
- Resolución de Casos de Uso de Aprendizaje por Refuerzo: This project is granted by Repsol. It started in 2019 to solve different use cases using Reinforcement Learning. The controbutors are PLG and Repsol
- Arquitecturas para la Capacitación Social Basadas en Planificación Automática: This project is granted by the Spanish Goverment (Ministerio de Ciencia, Innovación y Universidades/RTI2018-099522-B-C43). It started in 2019 for the development of architectures for social capacitation. The contributors are PLG, Universidad de Jaén, Universidad de Málaga and Universidad de Extremadura
- Automated Planning for a socially AWare robot (APAW)
Previous research projects
- ARPIA
- GoalPLAN
- Learning Similarity Metrics Between Simulation and the Real World
- Planificación de trabajos: This project is granted by Indra Soluciones Tecnológicas de la Información, S.L.U. It is the continuation of the project on Scheduling de trabajos. The contributors are PLG and Indra Soluciones Tecnológicas de la Información, S.L.U.
- Autonomous Social Robotics for Pediatric Assistance and Active Aging: This project is granted by La Caixa Fundation. It started in 2019 to create autonomous social robots. The contributors are PLG and Caixa Impulse
- Scheduling de trabajos: This project is granted by Indra Soluciones Tecnológicas de la Información, S.L.U. It started in 2019 to solve different plnning problems in the working area. The contributors are PLG and Indra Soluciones Tecnológicas de la Información, S.L.U.
- Optimización de Redes de Rotaciones: This project is granted by Vueling Airlines, S.A. It started in 2019 to optimize network rotations. The contributors are PLG and Vueling Airlines, S.A.
- OPTIMA: This project is granted by Indra Sistemas, S.A. It started in 2017 for the optimization of working shifts. The contributors are PLG and Indra Sistemas, S.A.
- GoalHUB
- PLIGOCOR
- GOTCHA
- LifeBots
- CLARC-ECHORD++
- GLASS
- Therapist
- Adapta: This project is granted by Indra Soluciones Tecnológicas de la Información, S.L.U. It started in 2013 and The main objective of this project is to develop and integrate technological solutions in order to implement new forms of customization and interaction in the field of digital content. It aims to develop innovative mechanisms for user-advertisement interaction. The contributors are PLG, Indra Soluciones Tecnológicas de la Información, S.L.U., Universidad de Málaga and Universidad de Extremadura
- Planinteraction: This project is granted by MICINN (Spanish Department for Science). Project number: TIN2011-27652-C03-02. The project started in 2012 and focuses on Multi-agent interaction for planning. The cintributors are PLG, Universidad Politécnica de Valencia and Universidad de Granada
- Space Simulation Awareness: This project is granted by ESA. It started in 2011 and the research focuses on DC-II Prototype Tasking & Data Centers WP 2. Sensor Planning Services. On the development of a tool for planning sensors observations. The contributors are PLG and GMV
- LinkEbook
- Ondroad
- AIRPP: This project is granted by CAM (regional government of Madrid). It started in 2011 and focuses on Robotics Instruction Learning by Policy and Planning
- Joint resource re-plannig software for airlines: This project is granted by MICINN (Spanish Department for Science). Project number: IPT-370000-2010-008. It started in 2010 and focuses on the development of a crew and airplanes re-planning tool. The contributors are PLG and GOAL Systems
- Business Simulators
- Math-Bridge
- PELEA
- CCI: This project is granted by ESA. The project started in 2009 and focuses on the use of Bayesian belief networks for cost estimation. The contributors are PLG, GMV and Skysoft
- Ericsson: MOLE and AUKB: These projects are granted by Ericsson. Thei started in 2009 and focuses on the application of planning to data mining
- RAPLAN: This project is granted by CAM (regional government of Madrid) and UC3M. It started in 2009 and the research focus is on recognition based on Planning Activities. Research project on planning for activity recognition
- TIMI: This project is granted by CDTI. It started in 2008 and focuses on the development of planning technology for logistics applications. The contributors are PLG, ATOS Origin and Acciona Transmediterránea
- IPLA: This project is granted by CAM (regional government of Madrid) and UC3M. It started in 2007 and the research focus is on integration of planning and machine learning
- MiPlan: This project is granted by CAM (regional government of Madrid) and UC3M. It started in 2006 and the research is a joint Initiative for automatic task planning. Research project on mixed-initiative planning and machine learning
- Adaptaplan: This project is granted by MEC (Spanish Department for Education). It started in 2005 and the research focus is on user-oriented adaptive planning systems applied to education. The contributors are PLG, Universidad de Granada, Universidad de Valencia, Univerisdad de Educación a Distancia, Universidad de Girona, Universidad de Castilla La Mancha
- SAMAP: This project is granted by MCyT (Spanish Department for Science and Technology). It started on 2002 and the research focuses on adaptive multi-agent planning systems context dependent. The contributors are PLG, Universidad de Granada, Universidad de Valencia, Univerisdad de Educación a Distancia and the IIIA Institute of Spanish Research Control (IIIA-CSIC)
- Planet II: This project started on 2001. The research is based on ESPRIT research Network of Excellence on Planning
- Automatic Design of sequential control programs: This project is granted by CICYT (Spanish Department for Research). It started in 1999 and focuses on Automatic design of control programs for dairy industry. The contributors are PLG, Universidad de Granada, PULEVA and ABB
- SHAMASH: This project that applies AI techniques to process modelling, simulation and optimization. It started in 1999
- Cost-282: The primary objective of the Action is to develop and implement computerized systems for extracting previously unknown, non-trivial, and potentially useful knowledge from structurally complex, high-volume, distributed, and fast-changing scientific and R & D; databases within the context of current and newly developing global computing and data infrastructures such as the GRID
- RNPST: This project is granted by National Network Planning, Sequencing and Temporal Reasoning
- Red Nacional de AgenCities.ES: This project is granted by AgenCities. The goal is creating an innovative environment for communication of intelligent agents. National network of kind place in Agent Cities. The contributors are PLG and AgenCities
General research topics
Within our lab, we are a specialized group on automated planning, scheduling and machine learning technologies. We have experience in different techniques to automate business services and complex tasks, and we contribute a complete and integrating viewpoint in all our proposals. Our primary research areas are Automated Planning, Reinforcement Learning and Heuristics. Our main topics of interest include:
- Automating dynamic processes of planning and decision making
- Optimizing processes from intelligent data analysis (including data mining) to predict patterns or risks
- Designing of intelligent information retrieval systems - data mining based on last generation techniques
- Improving of on-line systems through the use of intelligent agents in Internet
- Applying artificial intelligence techniques to companies problem solving (business intelligence)
In summary, we work to create Ai systems that can solve complex problems in many areas using decision making tecniques.