Tong T. Pham

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Traffic jams and suboptimal traffic flows are ubiquitous in modern societies, and they create enormous economic losses each year. Delays at traffic lights alone account for roughly 10 percent of all delays in US traffic. As most traffic light scheduling systems currently in use are static, set up by human experts rather than being adaptive, the interest in(More)
In this paper, two basic Distributed Coordination of Exploration and Exploitation algorithms, Static Estimation Optimistic K1 and Static Estimation Optimistic K2, were implemented and tested against standard isolated traffic actuated signals through simulation on a microscopic traffic simulator. The simple pilot exploratory experiment demonstrates how(More)
While a significant body of work has examined the exploration / exploitation tradeoff, little has focused on distributed settings. This paper introduces two novel distributed algorithms that outperform existing algorithms in this domain. Additionally, this paper provides a theoretical analysis of one of the algorithms and empirically validates the(More)
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