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pro vyhledávání: '"Abad, Andres G."'
Autor:
Vera, Jose Manuel, Abad, Andres G.
Motivated by the promising advances of deep-reinforcement learning (DRL) applied to cooperative multi-agent systems we propose a model and learning procedure to solve the Capacitated Multi-Vehicle Routing Problem (CMVRP) with fixed fleet size. Our le
Externí odkaz:
http://arxiv.org/abs/1912.03341
Multiple-Object Tracking (MOT) is of crucial importance for applications such as retail video analytics and video surveillance. Object detectors are often the computational bottleneck of modern MOT systems, limiting their use for real-time applicatio
Externí odkaz:
http://arxiv.org/abs/1908.04349
Autor:
Hernandez, Jefferson, Abad, Andres G.
A restricted Boltzmann machine (RBM) is a generative neural-network model with many novel applications such as collaborative filtering and acoustic modeling. An RBM lacks the capacity to retain memory, making it inappropriate for dynamic data modelin
Externí odkaz:
http://arxiv.org/abs/1804.10839
Autor:
Abad, Andres G., Reyes-Castro, Luis I.
Recommender systems (RS) help users navigate large sets of items in the search for "interesting" ones. One approach to RS is Collaborative Filtering (CF), which is based on the idea that similar users are interested in similar items. Most model-based
Externí odkaz:
http://arxiv.org/abs/1708.04312
Autor:
Abad, Andres G., Castro, Luis I. Reyes
Face recall is a basic human cognitive process performed routinely, e.g., when meeting someone and determining if we have met that person before. Assisting a subject during face recall by suggesting candidate faces can be challenging. One of the reas
Externí odkaz:
http://arxiv.org/abs/1604.08524
Autor:
Reyes-Castro, Luis I., Abad, Andres G.
Many retailers today employ inventory management systems based on Re-Order Point Policies, most of which rely on the assumption that all decreases in product inventory levels result from product sales. Unfortunately, it usually happens that small but
Externí odkaz:
http://arxiv.org/abs/1604.01075
Autor:
Alcivar, Isabel, Abad, Andres G.
Publikováno v:
In Computers in Human Behavior May 2016 58:109-118
Publikováno v:
In Information Sciences 10 September 2014 278:520-534
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Akademický článek
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