Navegação por Assunto "Q-learning"
Resultados 1-3 de 3
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Application of reinforcement learning with Q-learning for the routing in industrial wireless sensors networks
(2021) [Tese]Industrial Wireless Sensor Networks (IWSN) usually have a centralized management approach, where a device known as Network Manager is responsible for the overall configuration, definition of routes, and allocation of ... -
Applying bandit algorithms to the route choice problem
(2017) [Trabalho de conclusão de graduação]Traffic infrastructure in major cities must be able to handle increasing demand. Building this infrastructure is expensive and not something that is done in a short time frame. Bottlenecks in the network and potential ... -
Route trip building in urban traffic : accelerating learning convergence through information exchange among drivers with similar experiences
(2024) [Trabalho de conclusão de graduação]The escalating reliance on private transportation calls for better traffic management strate gies to efficiently allocate routes in increasingly congested networks. The present study integrates Multiagent Reinforcement ...
