Abstract
A transport network is a complex non-stationary open environment with multiple heterogeneous stochastic agents such as intersection controllers and road users. Changes in such a network may occur due to random demand fluctuations, supply degradation, or actions of agents. Thus, it makes the task of adaptive Traffic Light Control (TLC) extremely challenging.