568 citations
- Institució Catalana de Recerca i Estudis AvançatsES41 papers
- Santa Fe InstituteUS15 papers
- Universitat Politècnica de CatalunyaES11 papers
- Barcelona Biomedical Research ParkES10 papers
- Institut de Biologia EvolutivaES7 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Universitat de BarcelonaES6 papers
- Centre de Recerca MatemàticaES5 papers
- University of OxfordGB5 papers
- Institut national de recherche en sciences et technologies du numériqueFR4 papers
- McGill UniversityCA4 papers
- New York UniversityUS4 papers
47 papers · 1 filter
General Policies, Serializations, and Planning Width
Blai Bonet, Hector Geffner
It has been observed that in many of the benchmark planning domains, atomic goals can be reached with a simple polynomial exploration procedure, called IW, that runs in time expone…
Policy Optimization as Online Learning with Mediator Feedback
Alberto Maria Metelli, Matteo Papini, Pierluca D'Oro +1
Policy Optimization (PO) is a widely used approach to address continuous control tasks. In this paper, we introduce the notion of mediator feedback that frames PO as an online lear…
Civic Technologies: Research, Practice and Open Challenges
Pablo Aragon, Adriana Alvarado Garcia, Christopher A. Le Dantec +2
Over the last years, civic technology projects have emerged around the world to advance open government and community action. Although Computer-Supported Cooperative Work (CSCW) an…
Foundations of Bayesian Learning from Synthetic Data
Harrison Wilde, Jack Jewson, Sebastian Vollmer +1
There is significant growth and interest in the use of synthetic data as an enabler for machine learning in environments where the release of real data is restricted due to privacy…
Self-Supervised Small Soccer Player Detection and Tracking
Samuel Hurault, Coloma Ballester, Gloria Haro
In a soccer game, the information provided by detecting and tracking brings crucial clues to further analyze and understand some tactical aspects of the game, including individual…
Combining Prosodic, Voice Quality and Lexical Features to Automatically Detect Alzheimer's Disease
Mireia Farrús, Joan Codina-Filbà
Alzheimer's Disease (AD) is nowadays the most common form of dementia, and its automatic detection can help to identify symptoms at early stages, so that preventive actions can be…