Kathryn E. Merrick

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Venues

CIHLI

SSCI

IEEE Trans. Neural Networks Learn. Syst.

IEEE Congress on Evolutionary Computation

University of Sydney, Australia (PHD)

Education History

University of Sydney, Australia

PHD

Publications

Sherif M. Abdelfattah, Kathryn E. Merrick, Jiankun Hu
Intrinsically Motivated Hierarchical Policy Learning in Multi-objective Markov Decision Processes. CoRR (2023)
Sherif M. Abdelfattah, Kathryn E. Merrick, Jiankun Hu
Intrinsically Motivated Hierarchical Policy Learning in Multiobjective Markov Decision Processes. IEEE Trans. Cogn. Dev. Syst. 13 (2) (2021)
Paresh Dhakan, Kathryn E. Merrick, Iñaki Rañó, Nazmul H. Siddique
Intrinsic Rewards for Maintenance, Approach, Avoidance, and Achievement Goal Types. Frontiers Neurorobotics 12 (2018)
Xuejie Liu, Kathryn E. Merrick, Hussein A. Abbass
Toward Electroencephalographic Profiling of Player Motivation: A Survey. IEEE Trans. Cogn. Dev. Syst. 10 (3) (2018)
Zhaoyang Yang, Kathryn E. Merrick, Lianwen Jin, Hussein A. Abbass
Hierarchical Deep Reinforcement Learning for Continuous Action Control. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Kathryn E. Merrick
Value systems for developmental cognitive robotics: A survey. Cogn. Syst. Res. 41 (2017)
Zhaoyang Yang, Kathryn E. Merrick, Hussein A. Abbass, Lianwen Jin
Multi-Task Deep Reinforcement Learning for Continuous Action Control. IJCAI (2017)
Essam Soliman Debie, Kamran Shafi, Kathryn E. Merrick, Chris Lokan
On Taxonomy and Evaluation of Feature Selection-Based Learning Classifier System Ensemble Approaches for Data Mining Problems. Comput. Intell. 33 (3) (2017)
Sarah Jean Bowley, Kathryn E. Merrick
A 'Breadcrumbs' Model for Controlling an Intrinsically Motivated Swarm Using a Handheld Device. Australasian Conference on Artificial Intelligence (2017)
Bing Wang, Kathryn E. Merrick, Hussein A. Abbass
Co-Operative Coevolutionary Neural Networks for Mining Functional Association Rules. IEEE Trans. Neural Networks Learn. Syst. 28 (6) (2017)
Nazmul H. Siddique, Paresh Dhakan, Iñaki Rañó, Kathryn E. Merrick
A Review of the Relationship between Novelty, Intrinsic Motivation and Reinforcement Learning. Paladyn J. Behav. Robotics 8 (1) (2017)
John Harvey, Kathryn E. Merrick, Hussein A. Abbass
Quantifying Swarming Behaviour. ICSI (1) (2016)
Kathryn E. Merrick, Medria K. D. Hardhienata, Kamran Shafi, Jiankun Hu
Using game theory with intrinsic motivation to examine anti-hacking policies for autonomous systems. SSCI (2016)
Sherif M. Abdelfattah, Kathryn E. Merrick, Hussein A. Abbass
Eye movements as information markers in EEG data. SSCI (2016)
Kathryn E. Merrick, Nazmul H. Siddique, Iñaki Rañó
Experience-Based Generation of Maintenance andAchievement Goals on a Mobile Robot. Paladyn J. Behav. Robotics 7 (1) (2016)
Adam Klyne, Kathryn E. Merrick
Intrinsically motivated particle swarm optimisation applied to task allocation for workplace hazard detection. Adapt. Behav. 24 (4) (2016)
Xuejie Liu, Kathryn E. Merrick, Hussein A. Abbass
Designing artificial agents to detect the motive profile of users in virtual worlds and games. SSCI (2016)
Hussein A. Abbass, George Leu, Kathryn E. Merrick
A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data. IEEE Access 4 (2016)
Hussein A. Abbass, George Leu, Kathryn E. Merrick
A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data. CoRR (2016)
Min Wang, Hussein A. Abbass, Jiankun Hu, Kathryn E. Merrick
Detecting Rare Visual and Auditory Events from EEG Using Pairwise-Comparison Neural Networks. BICS (2016)
Kathryn E. Merrick, Medria K. D. Hardhienata, Kamran Shafi, Jiankun Hu
A Survey of Game Theoretic Approaches to Modelling Decision-Making in Information Warfare Scenarios. Future Internet 8 (3) (2016)
Hussein A. Abbass, Eleni Petraki, Kathryn E. Merrick, John Harvey, Michael Barlow
Trusted Autonomy and Cognitive Cyber Symbiosis: Open Challenges. Cogn. Comput. 8 (3) (2016)
Bing Wang, Kathryn E. Merrick, Hussein A. Abbass
Autonomous Hypothesis Generation as an Environment Learning Mechanism for Agent Design. ACALCI (2015)
Adam Klyne, Kathryn E. Merrick
Task Allocation Using Particle Swarm Optimisation and Anomaly Detection to Generate a Dynamic Fitness Function. Australasian Conference on Artificial Intelligence (2015)
Kathryn E. Merrick
The Role of Implicit Motives in Strategic Decision-Making: Computational Models of Motivated Learning and the Evolution of Motivated Agents. Games 6 (4) (2015)
John Harvey, Kathryn E. Merrick, Hussein A. Abbass
Application of chaos measures to a simplified boids flocking model. Swarm Intell. 9 (1) (2015)
Essam Soliman Debie, Kamran Shafi, Kathryn E. Merrick, Chris Lokan
An online evolutionary rule learning algorithm with incremental attribute discretization. IEEE Congress on Evolutionary Computation (2014)
Medria K. D. Hardhienata, Kathryn E. Merrick, Valery A. Ugrinovskii
Effective motive profiles and swarm compositions for motivated particle swarm optimisation applied to task allocation. CIHLI (2014)
Medria K. D. Hardhienata, Valery A. Ugrinovskii, Kathryn E. Merrick
Task allocation under communication constraints using motivated particle swarm optimization. IEEE Congress on Evolutionary Computation (2014)
Kathryn E. Merrick
Evolution of intrinsic motives in a multi-player common pool resource game. CIHLI (2014)
Hafsa Ismail, Kathryn E. Merrick, Michael Barlow
Self-motivated learning of achievement and maintenance tasks for non-player characters in computer games. CIHLI (2014)
Kathryn E. Merrick, Amitay Isaacs, Michael Barlow, Ning Gu
A shape grammar approach to computational creativity and procedural content generation in massively multiplayer online role playing games. Entertain. Comput. 4 (2) (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Investigating Differential Evolution based rule discovery in learning classifier systems. SDE (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Performance analysis of rough set ensemble of learning classifier systems with differential evolution based rule discovery. Evol. Intell. 6 (2) (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Reduct based ensemble of learning classifier system for real-valued classification problems. CIEL (2013)
Biming Tian, Kathryn E. Merrick, Shui Yu, Jiankun Hu
A hierarchical pea-based anomaly detection model. ICNC (2013)
Medria K. D. Hardhienata, Kathryn E. Merrick, Valery A. Ugrinovskii
Task allocation in multi-agent systems using models of motivation and leadership. IEEE Congress on Evolutionary Computation (2012)
Kamran Shafi, Kathryn E. Merrick, Essam Soliman Debie
Evolution of Intrinsic Motives in Multi-agent Simulations. SEAL (2012)
Bing Wang, Kathryn E. Merrick, Hussein A. Abbass
Developing Attention Focus Metrics for Autonomous Hypothesis Generation in Data Mining. SEAL (2012)
Kathryn E. Merrick
Intrinsic Motivation and Introspection in Reinforcement Learning. IEEE Trans. Auton. Ment. Dev. 4 (4) (2012)
Mary Lou Maher, Kathryn E. Merrick, Benjamin Graham
Reasoning in the Absence of Goals. AAAI Fall Symposium: Advances in Cognitive Systems (2011)
Kathryn E. Merrick
A computational model of achievement motivation for artificial agents. AAMAS (2011)
Kamran Shafi, Kathryn E. Merrick
A curious agent for network anomaly detection. AAMAS (2011)
Kathryn E. Merrick, Ning Gu, Xiangyu Wang
Case studies using multiuser virtual worlds as an innovative platform for collaborative design. J. Inf. Technol. Constr. 16 (2011)
Kathryn E. Merrick, Kamran Shafi
Achievement, affiliation, and power: Motive profiles for artificial agents. Adapt. Behav. 19 (1) (2011)
Kathryn E. Merrick
A Comparative Study of Value Systems for Self-Motivated Exploration and Learning by Robots. IEEE Trans. Auton. Ment. Dev. 2 (2) (2010)
Kathryn E. Merrick
An Empirical Evaluation of Puzzle-Based Learning as an Interest Approach for Teaching Introductory Computer Science. IEEE Trans. Educ. 53 (4) (2010)
Kathryn E. Merrick
Modeling Behavior Cycles as a Value System for Developmental Robots. Adapt. Behav. 18 (3-4) (2010)
Kathryn E. Merrick
Evaluating intrinsically motivated robots using affordances and point-cloud matrices. EpiRob (2009)
Kathryn E. Merrick, Mary Lou Maher
Motivated Learning from Interesting Events: Adaptive, Multitask Learning Agents for Complex Environments. Adapt. Behav. 17 (1) (2009)
Kathryn E. Merrick
Designing Toys That Come Alive: Curious Robots for Creative Play. ICEC (2008)
Mary Lou Maher, Kathryn E. Merrick, Rob Saunders
Achieving Creative Behavior Using Curious Learning Agents. AAAI Spring Symposium: Creative Intelligent Systems (2008)
Kathryn E. Merrick
Modelling Behaviour Cycles for Life-Long Learning in Motivated Agents. SEAL (2008)
Kathryn E. Merrick
Modeling motivation for adaptive nonplayer characters in dynamic computer game worlds. Comput. Entertain. 5 (4) (2007)
Mary Lou Maher, Michael Rosenman, Kathryn E. Merrick
Agents for multidisciplinary design in virtual worlds. Artif. Intell. Eng. Des. Anal. Manuf. 21 (3) (2007)
Mary Lou Maher, Kathryn E. Merrick, Owen Macindoe
Intrinsically Motivated Intelligent Sensed Environments. EG-ICE (2006)
Kathryn E. Merrick, Mary Lou Maher
Motivated reinforcement learning for non-player characters in persistent computer game worlds. Advances in Computer Entertainment Technology (2006)
Mary Lou Maher, Kathryn E. Merrick
Agent Models for Dynamic 3D Virtual Worlds. CW (2005)

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Publication Activity (10 Years)

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Kathryn E. Merrick