Browsing by Subject "Q-learning"
Now showing items 1-3 of 3
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Application of reinforcement learning with Q-learning for the routing in industrial wireless sensors networks
(2021) [Thesis]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) [Work completion of graduation]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) [Work completion of graduation]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 ...