Maria Chli

Maria Chli

Publications

Full list of peer-reviewed papers, preprints, and book chapters. Citation counts: Google Scholar.

2026

  1. Robust Information Design for Multi-Agent Systems with Complementarities: Smallest-Equilibrium Threshold Policies

    Farhadi, Farzaneh, Chli, Maria · Zenodo (CERN European Organization for Nuclear Research) · 2026 · Preprint

2025

  1. Deep Reinforcement Learning Traffic Signal Controller for Large, Real-World Traffic Networks

    Yingyi Kuang, Maria Chli, George Vogiatzis · Women in engineering and science · 2025 · Book Chapter

  2. Sustainable Urban Mobility: Co-Designing a Responsible AI Recommender System

    Alina Patelli, Anikó Ekárt, Maria Chli, Lavinia-Eugenia Ferariu, John Hamilton, Mercy Kanyi, Richard Lee, Peter Lewis, Joanna Lumsden, Stephen Owen · 2025 · Journal Article

2023

  1. Optimal and Efficient Auctions for the Gradual Procurement of Strategic Service Provider Agents

    Farzaneh Farhadi, Maria Chli, Nicholas R. Jennings · Journal of Artificial Intelligence Research · 2023 · Journal Article

  2. Synthesizing Traffic Datasets Using Graph Neural Networks

    Daniel Rodriguez-Criado, Maria Chli, Luis J. Manso, George Vogiatzis · 2023 · Journal Article

2021

  1. Optimal Auction Design for the Gradual Procurement of Strategic Service Provider Agents

    Farzaneh Farhadi, Maria Chli, Nicholas R. Jennings · arXiv (Cornell University) · 2021 · Preprint

2020

  1. Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed

    Deepeka Garg, Maria Chli, George Vogiatzis · 2020 · Journal Article

2019

  1. Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent Agents

    Deepeka Garg, Maria Chli, George Vogiatzis · Lecture notes in computer science · 2019 · Conference Paper

  2. A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization

    Deepeka Garg, Maria Chli, George Vogiatzis · 2019 · Journal Article

  3. Domain Adaptation for Reinforcement Learning on the Atari

    Thomas Carr, Maria Chli, George Vogiatzis · 2019 · Journal Article

  4. Traffic3D: A New Traffic Simulation Paradigm

    Deepeka Garg, Maria Chli, George Vogiatzis · 2019 · Journal Article

2018

  1. Deep Reinforcement Learning for Autonomous Traffic Light Control

    Deepeka Garg, Maria Chli, George Vogiatzis · 2018 · Journal Article

2015

  1. Using the Max-Sum Algorithm for Supply Chain Emergence in Dynamic Multiunit Environments

    Maria Chli, Michael Winsper · IEEE Transactions on Systems Man and Cybernetics Systems · 2015 · Journal Article

  2. An Efficient Knowledge Transfer Solution to a Novel SMDP Formalization of a Broker’s Decision Problem

    Rodrigue T. Kuate, Maria Chli, Hai Wang · Adaptive Agents and Multi-Agents Systems · 2015 · Journal Article

2013

  1. An intelligent broker agent for energy trading: an MDP approach

    Rodrigue T. Kuate, Minghua He, Maria Chli, Hai Wang · Aston Publications Explorer (Aston University) · 2013 · Journal Article

2012

  1. Using the max-sum algorithm for supply chain formation in dynamic multi-unit environments

    Michael Winsper, Maria Chli · Aston Publications Explorer (Aston University) · 2012 · Journal Article

2010

  1. A probabilistic model for trust and reputation

    George Vogiatzis, Ian MacGillivray, Maria Chli · 2010 · Journal Article

  2. Decentralised Supply Chain Formation: A Belief Propagation-based Approach

    Michael Winsper, Maria Chli · Frontiers in artificial intelligence and applications · 2010 · Book Chapter

2008

  1. The Emergence of Knowledge Exchange: An Agent-Based Model of a Software Market

    Maria Chli, Philippe De Wilde · IEEE Transactions on Systems Man and Cybernetics – Part A Systems and Humans · 2008 · Journal Article

2006

  1. The emergence of knowledge exchange: an agent-based model of a software market

    Maria Chli, Philippe De Wilde · RePEc: Research Papers in Economics · 2006 · Journal Article

2004

  1. Stability of multi-agent systems

    Maria Chli, Philippe De Wilde, J.B.M. Goossenaerts, Valery Abramov, Nick Szirbik, Luís Correia, P. Mariar, Richardson Ribeiro · 2004 · Journal Article

2003

  1. Stability of multi-agent systems : systems, man and cybernetics

    Maria Chli, Philippe De Wilde, J.B.M. Goossenaerts, Vladimir Abramov, Nick Szirbik, Luís Correia, P. Mariar, Richardson Ribeiro · TU/e Research Portal · 2003 · Journal Article