A Modelling Of Route Choice Behaviour In
Transportation Networks: An Approach From
Reinforcement Learning
Author(s)
T. Miyagi
Abstract
We present a simple, but very powerful traffic equilibrium calculation method.
The basic idea of the method is motivated from reinforcement learning with
profit sharing. In our model, individual driver is regarded as heterogeneous
entity, being assumed to form his or her own value for each route through
driving experiences and communications to the environment. Our method
realizes a disaggregate user equilibrium on a congested network so that it is
useful to analyse the interrelationships between each driver’s characteristic and
the resultant network equilibrium. Moreover, this method not only covers from
stochastic user equilibrium to deterministic user equilibrium, but it is also
applicable to a network with asymmetric cost functions or with discontinuous
cost functions.
Keyword: route choice behaviour, disaggrega
Keywords
Related Book
Other papers in this volume
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