| What's inside the black-box? a genetic programming method for interpreting complex machine learning models BP Evans, B Xue, M Zhang Proceedings of the genetic and evolutionary computation conference, 1012-1020, 2019 | 68 | 2019 |
| Evolutionary deep learning: A genetic programming approach to image classification BP Evans, H Al-Sahaf, B Xue, M Zhang 2018 IEEE Congress on Evolutionary Computation (CEC), 1-6, 2018 | 62 | 2018 |
| The impact of social influence in Australian real estate: Market forecasting with a spatial agent-based model BP Evans, K Glavatskiy, MS Harré, M Prokopenko Journal of Economic Interaction and Coordination 18 (1), 5-57, 2023 | 37 | 2023 |
| A maximum entropy model of bounded rational decision-making with prior beliefs and market feedback BP Evans, M Prokopenko Entropy 23, 2021 | 23 | 2021 |
| Bounded rationality for relaxing best response and mutual consistency: The Quantal Hierarchy model of decision-making BP Evans, M Prokopenko Theory and Decision, 2023 | 11 | 2023 |
| Population-based Ensemble Learning with Tree Structures for Classification BP Evans Victoria University of Wellington, 2019 | 10* | 2019 |
| An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML BP Evans, B Xue, M Zhang 2020 IEEE Congress on Evolutionary Computation (CEC), 2020 | 8 | 2020 |
| Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-Agent Reinforcement Learning BP Evans, S Ganesh Proceedings of the 2024 International Conference on Autonomous Agents and …, 2024 | 5 | 2024 |
| Genetic programming and gradient descent: A memetic approach to binary image classification BP Evans, H Al-Sahaf, B Xue, M Zhang arXiv preprint arXiv:1909.13030, 2019 | 5 | 2019 |
| Bounded strategic reasoning explains crisis emergence in multi-agent market games B Patrick Evans, M Prokopenko Royal Society Open Science 10 (2), 221164, 2023 | 4 | 2023 |
| Improving generalisation of AutoML systems with dynamic fitness evaluations BP Evans, B Xue, M Zhang Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 324–332, 2020 | 3 | 2020 |
| A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis D Garg, BP Evans, L Ardon, AL Narayanan, J Vann, U Madhushani, ... AAAI 2024 Workshop on AI in Finance for Social Impact, 2024 | 2 | 2024 |
| ADAGE: A generic two-layer framework for adaptive agent based modelling BP Evans, S Zeng, S Ganesh, L Ardon AAMAS'25, 2025 | | 2025 |
| Decentralized Convergence to Equilibrium Prices in Trading Networks E Lock, BP Evans, E Kreacic, S Bhatt, A Koppel, S Ganesh, PW Goldberg AAAI'25, 2025 | | 2025 |
| ADAGE-Diff: Two-level adaptive agent based modelling for differentiable policy design BP Evans, S Zeng, S Ganesh, L Ardon NeurIPS 2024 Workshop on Data-driven and Differentiable Simulations …, 2024 | | 2024 |
| Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products L Ardon, BP Evans, D Garg, AL Narayanan, M Henry-Nickie, S Ganesh Proceedings of the Fifth ACM International Conference on AI in Finance, 2024 | | 2024 |
| Strategic decision-making in multi-agent markets: The emergence of endogenous crises and volatility BP Evans | | 2023 |
| Network effects on self-organisation in congestion games with bounded rational agents BP Evans, V Buskens, M Prokopenko Tenth International Conference on Guided Self Organisation, 2022 | | 2022 |
Bing Xue, Fellow of IEEE, Fellow of En...Professor of Artificial Intelligence, Victoria University of Wellingtonכתובת אימייל מאומתת בדומיין ecs.vuw.ac.nz