Hierarchical traffic signal optimization using reinforcement learning and traffic prediction with long-short term memory

M Abdoos, ALC Bazzan - Expert systems with applications, 2021 - Elsevier
Multi-agent systems can be used for modelling large-scale distributed systems in real world
applications. In intelligent transportation system (ITS), many interacting entities influence the …

Holonic multi-agent system for traffic signals control

M Abdoos, N Mozayani, ALC Bazzan - Engineering Applications of Artificial …, 2013 - Elsevier
Agent-based technologies are rapidly growing as a powerful tool for modelling and
develo** large-scale distributed systems. Recently, multi-agent systems are largely used …

A critical review of the use of holonic paradigm in traffic and transportation systems

IH Tchappi, S Galland, VC Kamla, JC Kamgang… - … Applications of Artificial …, 2020 - Elsevier
The paper presents a critical review of the use of holonic paradigm in order to model and
simulate traffic and transportation systems. After an introduction presenting the principles of …

Hierarchical control of traffic signals using Q-learning with tile coding

M Abdoos, N Mozayani, ALC Bazzan - Applied intelligence, 2014 - Springer
Multi-agent systems are rapidly growing as powerful tools for Intelligent Transportation
Systems (ITS). It is desirable that traffic signals control, as a part of ITS, is performed in a …

A brief review of holonic multi-agent models for traffic and transportation systems

IH Tchappi, S Galland, VC Kamla… - Procedia computer science, 2018 - Elsevier
The paper presents a state of the art of multilevel models for traffic and transportation
modeling and simulation using holonic multi-agent approach. After an introduction and …

A socially-based distributed self-organizing algorithm for holonic multi-agent systems: Case study in a task environment

A Esmaeili, N Mozayani, MRJ Motlagh… - Cognitive Systems …, 2017 - Elsevier
Holonic multi-agent systems (HMASs) have recently attracted many researches in multi-
agent systems community. Inspired from the multi-level and self-similar structures of social …

The impact of diversity on performance of holonic multi-agent systems

A Esmaeili, N Mozayani, MRJ Motlagh… - … Applications of Artificial …, 2016 - Elsevier
There are Numerous researches in the fields of social sciences and multi-agent systems that
are dedicated to studying the role of diversity vs. individual capabilities in design and …

Multi-level holonification of multi-agent networks

A Esmaeili, N Mozayani… - 2014 Iranian Conference …, 2014 - ieeexplore.ieee.org
A networked multi-agent system is a group of intelligent agents structured in a social network
induced by agent interactions. As the size and diversity of the multi-agent system increase …

Towards reinforcement learning for holonic multi-agent systems

M Abdoos, N Mozayani… - Intelligent Data …, 2015 - content.iospress.com
Holonic multi-agent system (HMAS) offers a promising approach to model complex systems.
HMAS is based on self-similar entities defined in a holarchical organization. Although some …

[HTML][HTML] Dynamic Tree-Based Routing: Applied in Wireless Sensor Network and IOT

M Khazaei - … of Information Systems and Telecommunication (JIST), 2022 - jist.ir
The Internet of Things (IOT) has advanced in parallel with the wireless sensor network
(WSN) and the WSN is an IOT empowerment. The IOT, through the internet provides the …