Exploració per tema "Q-Learning"
Ara es mostren els items 1-9 de 9
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A competitive strategy for function approximation in Q-learning
(2011)
Text en actes de congrés
Accés obertIn this work we propose an approach for generalization in continuous domain Reinforcement Learning that, instead of using a single function approximator, tries many different function approximators in parallel, each one ... -
Aprendizaje por refuerzo y generación procedural evolutiva para un videojuego de estrategia
(Universitat Politècnica de Catalunya, 2021-10-25)
Treball Final de Grau
Accés obert -
Characterization of Channel Selection in LTE-U based on Q-Learning
(Universitat Politècnica de Catalunya, 2016-02)
Projecte Final de Màster Oficial
Accés obertThe usage of LTE in unlicensed bands is a topic of great interest among the telecommunications companies and organizations, given the many advantages it can bring. For this reason, many feasibility studies have been conducted ... -
Deep reinforcement learning IA para Starcraft 2
(Universitat Politècnica de Catalunya, 2018-06)
Treball Final de Grau
Accés obertEste proyecto intenta desarrollar agentes de aprendizaje por refuerzo para escenarios concretos de Starcraft 2 y sacar conclusiones sobre cuales son las dificultades más importantes y los enfoques más adecuados para afrontar ... -
Estudi de la resolució de trencaclosques matemàtics amb Reinforcement learning
(Universitat Politècnica de Catalunya, 2022-07-14)
Treball Final de Grau
Accés obertAquest Treball de Fi de Grau deu el seu nom al seu objectiu principal: abordar l’estudi de la incorporació del Reinforcement Learning als trencaclosques que integren el contingut del treball. En aquest paradigma, els ... -
Multi-agent systems, a road to robot cooperation
(Universitat Politècnica de Catalunya, 2020-02-24)
Treball Final de Grau
Accés obert
Realitzat a/amb: University of Texas at Austin. Cockrell School of EngineeringThis research project is an effort towards achieving robot cooperation to complete a set of tasks. The objective is to analyse, compare and explore different reinforcement learning algorithms and see how they perform. This ... -
Offline reinforcement learning for ambulance dispatch
(Universitat Politècnica de Catalunya, 2023-10-19)
Projecte Final de Màster Oficial
Accés obertThis master's thesis is focused on applying offline reinforcement learning techniques to the ambulance dispatch problem, which involves selecting the most appropriate ambulance to dispatch when an incident occurs. The ... -
Reinforcement Learning for Energy Harvesting 5G Mobile Networks
(Universitat Politècnica de Catalunya, 2016-07)
Projecte Final de Màster Oficial
Accés obertIn the era of ubiquitous connectivity, next generation mobile networks capacity will continuously increase in order to support a progressively higher volume of data traffic, providing low latency and high reliability. The ... -
Social crowd controllers using reinforcement learning methods
(Universitat Politècnica de Catalunya, 2014-07-24)
Projecte Final de Màster Oficial
Accés obertCrowd Simulation is an area of research that is present in several disciplines and industries. Even though the visualization of crowds is an important subject, the behavior behind it helps to make it believable. Behavioral ...
