Richard Dazeley

Full Professor, School of Information Technology, Deakin University

Joined

May 2020

Names

Richard Dazeley (Preferred)

Emails

****@deakin.edu.au (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Information Technology, Deakin University (deakin.edu.au)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisee

2024 – Present

Expertise

Multiobjective Reinforcement Learning

Present

Explainability

Present

Safety

Present

Publications

Diversity Sampling Regularization for Multi-Domain Generalization
Lakpa Tamang, Mohamed Reda Bouadjenek, Sunil Aryal, Richard Dazeley
- Accepted by TMLR
- Readers: Everyone
AI apology: interactive multi-objective reinforcement learning for human-aligned AI
Hadassah Harland, Richard Dazeley, Bahareh nakisa, Francisco Cruz, Peter Vamplew
- Neural Computing and Applications
- Readers: Everyone
Towards Making Effective Machine Learning Decisions Against Out-of-Distribution Data
Lakpa Tamang, Mohamed Reda Bouadjenek, Richard Dazeley, Sunil Aryal
- ACM Conference on Information and Knowledge Management CIKM 2024
- Readers: Everyone
Margin bounded Confidence Scores for Out-of-Distribution Detection
Lakpa Tamang, Mohamed Reda Bouadjenek, Richard Dazeley, Sunil Aryal
- IEEE Conference in Data Mining
- Readers: Everyone
Adaptive Alignment: Dynamic Preference Adjustments via Multi-Objective Reinforcement Learning for Pluralistic AI
Hadassah Harland, Richard Dazeley, Peter Vamplew, Hashini Senaratne, Bahareh Nakisa, Francisco Cruz
- Pluralistic-Alignment 2024
- Readers: Everyone
Multi-objective Reinforcement Learning: A Tool for Pluralistic Alignment
Peter Vamplew, Conor F. Hayes, Cameron Foale, Richard Dazeley, Hadassah Harland
- Pluralistic-Alignment 2024
- Readers: Everyone

Co-Authors