Dr Aaron Snoswell
Faculty of Creative Industries, Education & Social Justice,
School of Communication,
Digital Media
Biography
I am a computer scientist and research fellow in AI accountability at the ADM+S Center, based at QUT in Brisbane, Australia. My PhD "Modelling and explaining behaviour with Inverse Reinforcement Learning" was awarded in 2022 from The University of Queensland, and developed new theory and algorithms for Inverse Reinforcement Learning in the maximum conditional entropy and multiple intent settings.My ongoing research is in the development of socio-technical interventions for reducing toxicity in the foundation model machine learning paradigm, looking in particular at the ways sexism and misogyny manifest in large language models. Prior to academia, I worked in industry as a cross-disciplinary mechatronic engineer in doing medical device research and development, pilot and astronaut training, robotics, and software engineering.
Personal details
Positions
- Senior Research Fellow - Generative AI Lab
Faculty of Creative Industries, Education & Social Justice,
School of Communication,
Digital Media
Keywords
Artificial Intelligence, Machine Learning, Inverse Reinforcement Learning, Reinforcement Learning, Technology Ethics
Research field
Artificial intelligence, Numerical and computational mathematics, Statistics
Field of Research code, Australian and New Zealand Standard Research Classification (ANZSRC), 2020
Qualifications
- BEng Mechatronics (Hons I) (University of Queensland)
Publications
QUT ePrints
For more publications by Aaron, explore their research in QUT ePrints (our digital repository).