Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification. - Benjamin P. Evans; Harith Al-Sahaf; Bing Xue 001; Mengjie Zhang 001 (CEC, 2018)

What's inside the black-box?: a genetic programming method for interpreting complex machine learning models. - Benjamin P. Evans; Bing Xue 001; Mengjie Zhang 001 (GECCO, 2019)

Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification. - Benjamin Patrick Evans; Harith Al-Sahaf; Bing Xue 001; Mengjie Zhang 001 (CoRR, 2019)

An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML. - Benjamin P. Evans; Bing Xue 001; Mengjie Zhang 001 (CEC, 2020)

Improving generalisation of AutoML systems with dynamic fitness evaluations. - Benjamin P. Evans; Bing Xue 001; Mengjie Zhang 001 (GECCO, 2020)

The impact of social influence in Australian real-estate: market forecasting with a spatial agent-based model. - Benjamin Patrick Evans; Kirill Glavatskiy; Michael S. Harré; Mikhail Prokopenko (CoRR, 2020)

Bounded rationality for relaxing best response and mutual consistency: An information-theoretic model of partial self-reference. - Benjamin Patrick Evans; Mikhail Prokopenko (CoRR, 2021)

A Maximum Entropy Model of Bounded Rational Decision-Making with Prior Beliefs and Market Feedback. - Benjamin Patrick Evans; Mikhail Prokopenko (Entropy, 2021)

Bounded strategic reasoning explains crisis emergence in multi-agent market games. - Benjamin Patrick Evans; Mikhail Prokopenko (CoRR, 2022)

Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-agent Reinforcement Learning. - Benjamin Patrick Evans; Sumitra Ganesh (AAMAS, 2024)

Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products. - Leo Ardon; Benjamin Patrick Evans; Deepeka Garg; Annapoorani Lakshmi Narayanan; Makada Henry-Nickie; Sumitra Ganesh (ICAIF, 2024)

A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis. - Deepeka Garg; Benjamin Patrick Evans; Leo Ardon; Annapoorani Lakshmi Narayanan; Jared Vann; Udari Madhushani; Makada Henry-Nickie; Sumitra Ganesh (CoRR, 2024)

Decentralized Convergence to Equilibrium Prices in Trading Networks. - Edwin Lock; Benjamin Patrick Evans; Eleonora Kreacic; Sujay Bhatt; Alec Koppel; Sumitra Ganesh; Paul W. Goldberg (AAAI, 2025)

ADAGE: A Generic Two-layer Framework for Adaptive Agent based Modelling. - Benjamin Patrick Evans; Sihan Zeng; Sumitra Ganesh; Leo Ardon (AAMAS, 2025)

Modelling bounded rational decision-making through Wasserstein constraints. - Benjamin Patrick Evans; Leo Ardon; Sumitra Ganesh (CoRR, 2025)