Peter Vamplew

CoRR, 2024

An Empirical Investigation of Value-Based Multi-objective Reinforcement Learning for Stochastic Environments.

[BibT_eX]

[DOI]

CoRR, 2024

Assessing the impact of griefing in MMORPGs using self-determination theory.

[BibT_eX]

[DOI]

Evita March

Comput. Hum. Behav., 2024

Position: Intent-aligned AI Systems Must Optimize for Agency Preservation.

[BibT_eX]

[DOI]

Catalin Mitelut

Benjamin J. Smith

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning.

[BibT_eX]

[DOI]

Roxana Radulescu

Willem Röpke

Diederik M. Roijers

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Persistent rule-based interactive reinforcement learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., November, 2023

Explainable robotic systems: understanding goal-driven actions in a reinforcement learning scenario.

[BibT_eX]

[DOI]

Neural Comput. Appl., September, 2023

Human engagement providing evaluative and informative advice for interactive reinforcement learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., September, 2023

AI apology: interactive multi-objective reinforcement learning for human-aligned AI.

[BibT_eX]

[DOI]

Neural Comput. Appl., August, 2023

Explainable reinforcement learning for broad-XAI: a conceptual framework and survey.

[BibT_eX]

[DOI]

Francisco Cruz

Neural Comput. Appl., August, 2023

A conceptual framework for externally-influenced agents: an assisted reinforcement learning review.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2023

Intent-aligned AI systems deplete human agency: the need for agency foundations research in AI safety.

[BibT_eX]

[DOI]

Catalin Mitelut

Ben Smith

CoRR, 2023

Elastic step DDPG: Multi-step reinforcement learning for improved sample efficiency.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

A Brief Guide to Multi-Objective Reinforcement Learning and Planning.

[BibT_eX]

[DOI]

Athirai A. Irissappane

Patrick Mannion

Ann Nowé

Marcello Restelli

Diederik M. Roijers

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Scalar Reward is Not Enough.

[BibT_eX]

[DOI]

Benjamin J. Smith

Johan Källström

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

The impact of environmental stochasticity on value-based multiobjective reinforcement learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Discrete-to-deep reinforcement learning methods.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

An online scalarization multi-objective reinforcement learning algorithm: TOPSIS Q-learning.

[BibT_eX]

[DOI]

Knowl. Eng. Rev., 2022

Broad-persistent Advice for Interactive Reinforcement Learning Scenarios.

[BibT_eX]

[DOI]

CoRR, 2022

Elastic Step DQN: A novel multi-step algorithm to alleviate overestimation in Deep QNetworks.

[BibT_eX]

[DOI]

CoRR, 2022

Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021).

[BibT_eX]

[DOI]

Benjamin J. Smith

Johan Källström

Auton. Agents Multi Agent Syst., 2022

A practical guide to multi-objective reinforcement learning and planning.

[BibT_eX]

[DOI]

Athirai A. Irissappane

Patrick Mannion

Ann Nowé

Marcello Restelli

Diederik M. Roijers

Auton. Agents Multi Agent Syst., 2022

Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021

A Prioritized objective actor-critic method for deep reinforcement learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Potential-based multiobjective reinforcement learning approaches to low-impact agents for AI safety.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2021

Levels of explainable artificial intelligence for human-aligned conversational explanations.

[BibT_eX]

[DOI]

Artif. Intell., 2021

Language Representations for Generalization in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2021

2020

A multi-objective deep reinforcement learning framework.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2020

Explainable robotic systems: Interpreting outcome-focused actions in a reinforcement learning scenario.

[BibT_eX]

[DOI]

Francisco Cruz

CoRR, 2020

Discrete-to-Deep Supervised Policy Learning.

[BibT_eX]

[DOI]

CoRR, 2020

A Demonstration of Issues with Value-Based Multiobjective Reinforcement Learning Under Stochastic State Transitions.

[BibT_eX]

[DOI]

CoRR, 2020

Identifying Cross-Version Function Similarity Using Contextual Features.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Trust, 2020

Unified Expression Ripple Down Rules based Fraud Detection Technique for Scalable Data.

[BibT_eX]

Ikram Ul Haq

Iqbal Gondal

Proceedings of the Advances in Data Mining, 2020

API Based Discrimination of Ransomware and Benign Cryptographic Programs.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Motivational Factors of Australian Mobile Gamers.

[BibT_eX]

[DOI]

Proceedings of the Australasian Computer Science Week, 2020

2019

Griefing in MMORPGs.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Computer Graphics and Games., 2019

Survey of intrusion detection systems: techniques, datasets and challenges.

[BibT_eX]

[DOI]

Cybersecur., 2019

Evolved Similarity Techniques in Malware Analysis.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference On Trust, 2019

Enhancing Model Performance for Fraud Detection by Feature Engineering and Compact Unified Expressions.

[BibT_eX]

[DOI]

Ikram Ul Haq

Iqbal Gondal

Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

An Empirical Study of Reward Structures for Actor-Critic Reinforcement Learning in Air Combat Manoeuvring Simulation.

[BibT_eX]

[DOI]

Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

Memory-Based Explainable Reinforcement Learning.

[BibT_eX]

[DOI]

Francisco Cruz

Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

Integrating Biological Heuristics and Gene Expression Data for Gene Regulatory Network Inference.

[BibT_eX]

[DOI]

Proceedings of the Australasian Computer Science Week Multiconference, 2019

2018

Non-functional regression: A new challenge for neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Human-aligned artificial intelligence is a multiobjective problem.

[BibT_eX]

[DOI]

Ethics Inf. Technol., 2018

SoniFight: Software to Provide Additional Sonification Cues to Video Games for Visually Impaired Players.

[BibT_eX]

[DOI]

Comput. Games J., 2018

Correction to: Griefers Versus the Griefed - What Motivates Them to Play Massively Multiplayer Online Role-Playing Games?

[BibT_eX]

[DOI]

Comput. Games J., 2018

Rapid Anomaly Detection Using Integrated Prudence Analysis (IPA).

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

An Anomaly Intrusion Detection System Using C5 Decision Tree Classifier.

[BibT_eX]

[DOI]

Ansam Khraisat

Iqbal Gondal

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Categorical Features Transformation with Compact One-Hot Encoder for Fraud Detection in Distributed Environment.

[BibT_eX]

[DOI]

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

2017

Steering approaches to Pareto-optimal multiobjective reinforcement learning.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Softmax exploration strategies for multiobjective reinforcement learning.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Special issue on multi-objective reinforcement learning.

[BibT_eX]

[DOI]

Neurocomputing, 2017

A taxonomy of griefer type by motivation in massively multiplayer online role-playing games.

[BibT_eX]

[DOI]

Charlynn Miller

Behav. Inf. Technol., 2017

Evaluating Accuracy in Prudence Analysis for Cyber Security.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

An Agile Group Aware Process beyond CRISP-DM: A Hospital Data Mining Case Study.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Compute and Data Analysis, 2017

2016

A Heuristic Gene Regulatory Networks Model for Cardiac Function and Pathology.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

Patient admission prediction using a pruned fuzzy min-max neural network with rule extraction.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2015

Reinforcement Learning of Pareto-Optimal Multiobjective Policies Using Steering.

[BibT_eX]

[DOI]

Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2014

Griefers versus the Griefed - what motivates them to play Massively Multiplayer Online Role-Playing Games?

[BibT_eX]

[DOI]

Comput. Games J., 2014

2013

A Survey of Multi-Objective Sequential Decision-Making.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2013

Ganking, corpse camping and ninja looting from the perception of the MMORPG community: acceptable behavior or unacceptable griefing?

[BibT_eX]

[DOI]

Charlynn Miller

Proceedings of the 9th Australasian Conference on Interactive Entertainment, 2013

2012

Using psycholinguistic features for profiling first language of authors.

[BibT_eX]

[DOI]

Rosemary Torney

J. Assoc. Inf. Sci. Technol., 2012

RM and RDM, a Preliminary Evaluation of Two Prudent RDR Techniques.

[BibT_eX]

[DOI]

Omaru Maruatona

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

An Empirical Comparison of Two Common Multiobjective Reinforcement Learning Algorithms.

[BibT_eX]

[DOI]

Rustam Issabekov

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011

Empirical evaluation methods for multiobjective reinforcement learning algorithms.

[BibT_eX]

[DOI]

Mach. Learn., 2011

Reinforcement Learning Approach to AIBO Robot's Decision Making Process in Robosoccer's Goal Keeper Problem.

[BibT_eX]

[DOI]

Proceedings of the 12th ACIS International Conference on Software Engineering, 2011

2010

Automated opinion detection: Implications of the level of agreement between human raters.

[BibT_eX]

[DOI]

Deanna J. Osman

Inf. Process. Manag., 2010

The Ballarat Incremental Knowledge Engine.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010

2009

Incorporating Expert Advice into Reinforcement Learning Using Constructive Neural Networks.

[BibT_eX]

[DOI]

John Swanson

Proceedings of the Constructive Neural Networks, 2009

Weblogs for market research: finding more relevant opinion documents using system fusion.

[BibT_eX]

[DOI]

Deanna J. Osman

Online Inf. Rev., 2009

Applying Clustering and Ensemble Clustering Approaches to phishing Profiling.

[BibT_eX]

[DOI]

Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks.

[BibT_eX]

[DOI]

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

Inference of Gene Expression Networks Using Memetic Gene Expression Programming.

[BibT_eX]

[DOI]

Armita Zarnegar

Andrew Stranieri

Proceedings of the Computer Science 2009, 2009

2008

Unsupervised Segmentation of Industrial Images Using Markov Random Field Model.

[BibT_eX]

[DOI]

Mofakharul Islam

Proceedings of the Technological Developments in Education and Automation, 2008

MRF Model Based Unsupervised Color Textured Image Segmentation Using Multidimensional Spatially Variant Finite Mixture Model.

[BibT_eX]

[DOI]

Mofakharul Islam

Proceedings of the Technological Developments in Education and Automation, 2008

On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts.

[BibT_eX]

[DOI]

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

Using Stereotypes to Improve Early-Match Poker Play.

[BibT_eX]

[DOI]

Robert Layton

Chris Turville

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007

Portal-based sound propagation for first-person computer games.

[BibT_eX]

[DOI]

Proceedings of the 4th Australasian Conference on Interactive Entertainment, 2007

Unsupervised Color Textured Image Segmentation Using Cluster Ensembles and MRF Model.

[BibT_eX]

[DOI]

Mofakharul Islam

Proceedings of the Advances in Computer and Information Sciences and Engineering, 2007

Using Corpus Analysis to Inform Research into Opinion Detection in Blogs.

[BibT_eX]

[DOI]

Deanna J. Osman

Proceedings of the Data Mining and Analytics 2007, 2007

2006

More Effective Web Search Using Bigrams and Trigrams.

[BibT_eX]

[DOI]

David Johnson

Vishv M. Malhotra

Webology, 2006

An efficient approach to unbounded bi-objective archives -: introducing the mak_tree algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Enhanced Temporal Difference Learning Using Compiled Eligibility Traces.

[BibT_eX]

[DOI]

Mark Hepburn

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005

Concurrent Q-learning: Reinforcement learning for dynamic goals and environments.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2005

On-Line Reinforcement Learning Using Cascade Constructive Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

The Combative Accretion Model - Multiobjective Optimisation Without Explicit Pareto Ranking.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Global Versus Local Constructive Function Approximation for On-Line Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

Accelerating Real-Valued Genetic Algorithms Using Mutation-with-Momentum.

[BibT_eX]

[DOI]

Luke Temby

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

An Anti-Plagiarism Editor for Software Development Courses.

[BibT_eX]

[DOI]

Julian R. Dermoudy

Proceedings of the Seventh Australasian Computing Education Conference (ACE 2005), 2005

2003

A simplified artificial life model for multiobjective optimisation: a preliminary report.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

1995

Recognition and anticipation of hand motions using a recurrent neural network.

[BibT_eX]

[DOI]