Browsing Exact and Earth Sciences by Subject "Informatica : Transportes"
Now showing items 1-5 of 5
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An agent-based approach for road pricing : system-level performance and implications for drivers
(2014) [Journal article]Background: Road pricing is a useful mechanism to align private utility of drivers with a system-level measure of performance. Traffic simulation can be used to predict the impact of road pricing policies. The simulation ... -
Dynamic constrained coalition formation among electric vehicles
(2014) [Journal article]Background: The use of electric vehicles (EVs) and vehicle-to-grid (V2G) technologies have been advocated as an efficient way to reduce the intermittency of renewable energy sources in smart grids. However, operating on ... -
Independent learners in abstract traffic scenarios
(2012) [Journal article]In transportation systems, drivers usually choose their routes in an uncoordinated way. In general, this leads to poor global and individual performance regarding travel times and road network load balance. This work ... -
Quantifying the impact of non-stationarity in reinforcement learning-based traffic signal control
(2021) [Journal article]In reinforcement learning (RL), dealing with non-stationarity is a challenging issue. However, some domains such as traffic optimization are inherently non-stationary. Causes for and effects of this are manifold. In ... -
Sharing diverse information gets driver agents to learn faster : an application in en route trip building
(2021) [Journal article]With the increase in the use of private transportation, developing more efficient ways to distribute routes in a traffic network has become more and more important. Several attempts to address this issue have already been ...