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Journal Articles
- 2021
[j1]Benjamin Patrick Evans
, Mikhail Prokopenko:
A Maximum Entropy Model of Bounded Rational Decision-Making with Prior Beliefs and Market Feedback. Entropy 23(6): 669 (2021)
Conference and Workshop Papers
- 2024
- [c5]Benjamin Patrick Evans, Sumitra Ganesh:
Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-agent Reinforcement Learning. AAMAS 2024: 534-543 - 2020
- [c4]Benjamin P. Evans, Bing Xue, Mengjie Zhang:
An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML. CEC 2020: 1-8 - [c3]Benjamin P. Evans, Bing Xue, Mengjie Zhang:
Improving generalisation of AutoML systems with dynamic fitness evaluations. GECCO 2020: 324-332 - 2019
- [c2]Benjamin P. Evans, Bing Xue, Mengjie Zhang:
What's inside the black-box?: a genetic programming method for interpreting complex machine learning models. GECCO 2019: 1012-1020 - 2018
- [c1]Benjamin P. Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification. CEC 2018: 1-6
Informal and Other Publications
- 2024
- [i9]Benjamin Patrick Evans, Sumitra Ganesh:
Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-Agent Reinforcement Learning. CoRR abs/2402.00787 (2024) - [i8]Deepeka Garg, Benjamin Patrick Evans, Leo Ardon, Annapoorani Lakshmi Narayanan, Jared Vann, Udari Madhushani, Makada Henry-Nickie, Sumitra Ganesh:
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis. CoRR abs/2402.17932 (2024) - 2022
- [i7]Benjamin Patrick Evans, Mikhail Prokopenko:
Bounded strategic reasoning explains crisis emergence in multi-agent market games. CoRR abs/2206.05568 (2022) - 2021
- [i6]Benjamin Patrick Evans, Mikhail Prokopenko:
A maximum entropy model of bounded rational decision-making with prior beliefs and market feedback. CoRR abs/2102.09180 (2021) - [i5]Benjamin Patrick Evans, Mikhail Prokopenko:
Bounded rationality for relaxing best response and mutual consistency: An information-theoretic model of partial self-reference. CoRR abs/2106.15844 (2021) - 2020
- [i4]Benjamin Patrick Evans, Bing Xue, Mengjie Zhang:
Improving generalisation of AutoML systems with dynamic fitness evaluations. CoRR abs/2001.08842 (2020) - [i3]Benjamin Patrick Evans, Bing Xue, Mengjie Zhang:
An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML. CoRR abs/2001.10178 (2020) - [i2]Benjamin Patrick Evans, Kirill Glavatskiy, Michael S. Harré, Mikhail Prokopenko:
The impact of social influence in Australian real-estate: market forecasting with a spatial agent-based model. CoRR abs/2009.06914 (2020) - 2019
- [i1]Benjamin Patrick Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification. CoRR abs/1909.13030 (2019)
Coauthor Index
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