ProfessorRichard Dazeley

Deputy Head of School

Faculty of Science Engineering and Built Environment/School of Information Technology

  • Deputy Head of School
    Faculty of Science Engineering and Built Environment/School of Information Technology
  • +61 3 522 78950 (Work)
  • Geelong Waurn Ponds Campus, 75 Pigdons Road, Waurn Ponds, Victoria 3216

RESEARCH INTERESTS

Reinforcement learning and the human-alignment problem - focusing on multi-objective, explainable, safe, ethical, interactive and multi-agent
reinforcement learning methods. Also pursue interests in knowledge representation, acquisition and prudence analysis and their incorporation into
machine learning methods.

GRANTS

  • GRANT
    Intelligent Table Tennis Match Analysis: Automated Insights Extraction through Machine Learning and Computer Vision.
    16 Oct 2023 - 16 Apr 2027
    People funded by this grant:
    Table Tennis Australia Ltd - $62,500.00
  • GRANT
    Empowering Agents with Human Feedback: Integrating Implicit and Explicit Signals in Deep Reinforcement Learning
    30 Sep 2023 - 29 Sep 2025
    People funded by this grant:
    Asian Office of Aerospace Research and Development - 23IOA087 - $529,864.20
  • GRANT
    AI Apology: Considerations for An Apologetic Approach to Socially Responsible Agents.
    9 Feb 2023 - 28 Mar 2026
    People funded by this grant:
    CSIRO - $30,000.00
  • CONTRACT RESEARCH
    Application of Generic Actual Argument Model to represent complex decisions and generate narratives.
    2 May 2022 - 30 Nov 2022
    People funded by this grant:
    Department of Defence - 11416 - $30,000.00
  • CONTRACT RESEARCH
    A competency-aware multi-agent framework for human-machine teams in adversarial environments.
    5 Feb 2021 - 31 Jan 2024
    People funded by this grant:
    DSTO Grant - Research - Defence Science & Technology Organisation - ID10135 - $151,242.56
  • COLLABORATIVE GRANT
    Modeling Adversary Intent Using Multiobjective Reinforcement Learning.
    15 Dec 2020 - 16 Jun 2021
    People funded by this grant:
    DSTO Grant - Research - Defence Science & Technology Organisation - MyIP10078 - $53,728.00
  • CONTRACT RESEARCH
    Scaling Force Effectiveness Modelling and Assessment Methods.
    15 Mar 2019 - 31 Dec 2021
    People funded by this grant:
    The Defence Science and Technology Group of the Department of Defence - MyIP:8776 - $295,394.00