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Accepting PhD Students

PhD projects

I am happy to supervise PhD projects in the broad areas of Computational Intelligence, Artificial Life, Evolutionary Algorithms, and Agent-Based Systems. Specific projects would include studies of cognitive- and biologically-inspired methods for agent behaviour, modelling and understanding of agent behaviours and interactions in shared environments, modelling real-world scenarios such as traffic management systems to improve efficiency and coordination of entities within the system, managing individual goals in collective environments, etc.

Personal profile

Biography

Dr Chloe M Barnes is a Lecturer in Computer Science at Aston University. She is also a member of the Artificial Life and Intelligent Collectives Engineering research lab.

Chloe received her PhD in Computer Science in 2021 from Aston University, UK, studying the consequences of unintended interactions that arise in shared environments. Her research interests are inspired by the fields of human psychology and sociology, and are directed towards that of Artificial Life, computational self-awareness, neuroevolution, and interference within multi-agent systems.

Research Interests

My interests lie in the broad areas of Computational Intelligence, Artificial Life, and Agent-Based Systems. I am interested in exploring how individuals behave in collective environments -- specifically when the actions of others are unknown. My research involves using theory from other disciplines such as neuroscience, psychology and sociology to design artificial systems that can behave in a manner that is socially-acceptable for their current environment, for the benefit of themselves and the collective.

Teaching Activity

CS1OOP -- Object-Oriented Programming with Java (UG)

CS2TP -- Team Project (UG)

CS3CI -- Computational Intelligence (UG)

CS4870 -- Team Project (PG)

CS2IAI -- Introduction to Artificial Intelligence (UG) (2023-24)

Chair and member for international conferences

Doctoral Symposium Co-Chair: The 4th IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2023.

Virtual Environment Co-Chair: The 3rd IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2022.

Volunteer and Social Experience Chair: The 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2021.

Volunteer Chair: The 1st IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2020.

Volunteer and Minecraft Chair: The Artificial Life (ALIFE) Conference, 2020.

 

Available PhD Studentships

Plastic Behaviour for Social Interaction in Agent-Based Systems

Artificial systems no longer exist in isolation, meaning the actions of one can have adverse effects on others. Exploring how these types of systems can take more socially-acceptable actions could enable systems in areas such as economics, traffic management, and smart cities to align actions with societal goals – not just their own. Inspired by artificial intelligence, neuroscience and biology, this project aims to explore how behavioural plasticity – like seen in natural beings – affects how artificial systems overcome environmental dynamicity for the benefit of themselves and those around them.


The objectives of this multidisciplinary project are therefore to: 
a)    Model and gain understanding of the types of interactions that can take place between artificial systems in shared environments, using agent-based systems, 


b)    Develop novel methods of employing behavioural plasticity in artificial agents 


c)    Develop methods to evaluate how plasticity affects agent interaction and goal-achievement, for individuals and society.

Education/Academic qualification

PhD, Interference and Volatility in Evolutionary Agent-Based Systems, Aston University

1 Jul 201720 Sept 2022

Award Date: 20 Sept 2021

BSc, Computer Science with Industrial Placement Year, Aston University

30 Sept 201317 Jul 2017

Award Date: 17 Jul 2017

PG Cert, PGCert, Aston University

1 Jan 2022 → …

External positions

Expert Evaluator for CompSci Doctoral Programme, University of Oslo

Feb 2022Jun 2022

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 2 - Zero Hunger
    SDG 2 Zero Hunger
  2. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities
  3. SDG 13 - Climate Action
    SDG 13 Climate Action

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