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Michael Kirley

Professor

University of Melbourne

Australia

Research Interests

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Professors in Australia

Articles (12)

Year:

2026

Year:

2026

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2024

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2024

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2024

Year:

2024

Year:

2023

Year:

2022

Collaborators (6)

Mario Andrés Muñoz

Senior Research Fellow

University of Melbourne

AUSTRALIA

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Paula de Barba

Lecturer

MONASH UNIVERSITY

AUSTRALIA

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Ronald G. Larson

University of Michigan

UNITED STATES

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Pauline Thompson

University of Melbourne

AUSTRALIA

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Elnaz Hajizadeh

Senior Lecturer (Research & Teaching)

University of Melbourne

AUSTRALIA

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Eduardo Oliveira

Senior Lecturer

University of Melbourne

AUSTRALIA

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Michael Kirley

Research Interests

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Articles (12)

Beyond Distribution Shift: Investigating Generalisation in Automated Algorithm Selection for Single-Objective Black-Box Optimisation

Generalisation of Automated Algorithm Selection in Black-Box Optimisation: The Role of Algorithm Portfolio and Learning Model

Interpretable active learning meta-modeling for the association dynamics of telechelic polymers on colloidal particles

Investigating Validity and Generalisability in Trace-Based Measurement of Self-Regulated Learning: A Multidisciplinary Study

Uncertainty driven decision making and perturbation dynamics in evolutionary games on small-world networks

A Case Study on University Student Online Learning Patterns Across Multidisciplinary Subjects

Online Per-Instance Algorithm Selection for Constrained Multi-Objective Optimization Problems

Sensitivity Analysis of Surrogate-assisted Bilevel Optimisation

A comparative study of evolutionary approaches to the bi-objective dynamic Travelling Thief Problem

Cooperative Multi-Agent Reinforcement Learning with Dynamic Target Localization: A Reward Sharing Approach

An Iterative Machine Learning Approach to Informative Performance Reporting in Dynamic Multi-Objective Optimization

An Instance Space Analysis of Constrained Multi-Objective Optimization Problems

Collaborators (6)

Mario Andrés Muñoz

Paula de Barba

Ronald G. Larson

Pauline Thompson

Elnaz Hajizadeh

Eduardo Oliveira

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