Publications

121 entries « 1 of 3 »

2024

Rodriguez, Sebastian; Thangarajah, John

Explainable Agents (XAg) by Design Proceedings Article

In: Dastani, Mehdi; Sichman, Jaime Simão; Alechina, Natasha; Dignum, Virginia (Ed.): Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, Auckland, New Zealand, May 6-10, 2024, pp. 2712–2716, International Foundation for Autonomous Agents and Multiagent Systems / ACM, 2024.

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Rodriguez, Sebastian; Thangarajah, John; Davey, Andrew

Design Patterns for Explainable Agents (XAg) Proceedings Article

In: Dastani, Mehdi; Sichman, Jaime Simão; Alechina, Natasha; Dignum, Virginia (Ed.): Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, Auckland, New Zealand, May 6-10, 2024, pp. 1621–1629, International Foundation for Autonomous Agents and Multiagent Systems / ACM, 2024.

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2023

Dann, Michael; Yao, Yuan; Alechina, Natasha; Logan, Brian; Meneguzzi, Felipe; Thangarajah, John

Multi-Agent Intention Recognition and Progression Proceedings Article

In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pp. 91–99, ijcai.org, 2023.

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Rodriguez, Sebastian; Thangarajah, John; Winikoff, Michael

A Behaviour-Driven Approach for Testing Requirements via User and System Stories in Agent Systems Proceedings Article

In: Agmon, Noa; An, Bo; Ricci, Alessandro; Yeoh, William (Ed.): Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023, pp. 1182–1190, ACM, 2023.

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Wu, Di; Yao, Yuan; Alechina, Natasha; Logan, Brian; Thangarajah, John

Intention Progression with Maintenance Goals Proceedings Article

In: Agmon, Noa; An, Bo; Ricci, Alessandro; Yeoh, William (Ed.): Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023, pp. 2400–2402, ACM, 2023.

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Leong, Wilkins; Porteous, Julie; Thangarajah, John

Story Sifting Using Object Detection Techniques Proceedings Article

In: Liu, Tongliang; Webb, Geoffrey I.; Yue, Lin; Wang, Dadong (Ed.): AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part I, pp. 42–54, Springer, 2023.

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Chester, Andrew; Dann, Michael; Zambetta, Fabio; Thangarajah, John

SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning Proceedings Article

In: Liu, Tongliang; Webb, Geoffrey I.; Yue, Lin; Wang, Dadong (Ed.): AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part II, pp. 274–285, Springer, 2023.

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Mudiyanselage, Prabath Hetti; Tennakoon, Ruwan B.; Thangarajah, John; Ware, Robert; Callahan, Jason H.; Vivash, Lucy

Preliminary Study of Pseudo-PET Image Synthesis of Glucose Metabolism from Early-Phase PET Images of an Uncorrelated Radiotracer Proceedings Article

In: International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023, Port Macquarie, Australia, November 28 - Dec. 1, 2023, pp. 237–244, IEEE, 2023.

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Dann, Michael; Thangarajah, John; Li, Minyi

Feedback-Guided Intention Scheduling for BDI Agents Proceedings Article

In: Agmon, Noa; An, Bo; Ricci, Alessandro; Yeoh, William (Ed.): Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023, pp. 1173–1181, ACM, 2023.

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2022

Chester, Andrew; Dann, Michael; Zambetta, Fabio; Thangarajah, John

SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning Journal Article

In: CoRR, vol. abs/2203.05079, 2022.

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Rodriguez, Sebastian; Thangarajah, John; Winikoff, Michael; Singh, Dhirendra

Testing Requirements via User and System Stories in Agent Systems Proceedings Article

In: Faliszewski, Piotr; Mascardi, Viviana; Pelachaud, Catherine; Taylor, Matthew E. (Ed.): 21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022, pp. 1119–1127, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2022.

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Leong, Wilkins; Porteous, Julie; Thangarajah, John

Automated Story Sifting Using Story Arcs Proceedings Article

In: Faliszewski, Piotr; Mascardi, Viviana; Pelachaud, Catherine; Taylor, Matthew E. (Ed.): 21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022, pp. 1669–1671, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2022.

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Dann, Michael; Yao, Yuan; Alechina, Natasha; Logan, Brian; Thangarajah, John

Multi-Agent Intention Progression with Reward Machines Proceedings Article

In: Raedt, Luc De (Ed.): Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pp. 215–222, ijcai.org, 2022.

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Leong, Wilkins; Porteous, Julie; Thangarajah, John

Automated Sifting of Stories from Simulated Storyworlds Proceedings Article

In: Raedt, Luc De (Ed.): Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pp. 4950–4956, ijcai.org, 2022.

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Harland, James; Thangarajah, John; Yorke-Smith, Neil

Quantifying the progress of goals in intelligent agents Journal Article

In: Int. J. Agent Oriented Softw. Eng., vol. 7, no. 2, pp. 108–151, 2022.

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Chester, Andrew; Dann, Michael; Zambetta, Fabio; Thangarajah, John

Oracle-SAGE: Planning Ahead in Graph-Based Deep Reinforcement Learning Proceedings Article

In: Amini, Massih-Reza; Canu, Stéphane; Fischer, Asja; Guns, Tias; Novak, Petra Kralj; Tsoumakas, Grigorios (Ed.): Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part IV, pp. 52–67, Springer, 2022.

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2021

Korevaar, Steven; Tennakoon, Ruwan; Page, Mark; Brotchie, Peter; Thangarajah, John; Florescu, Cosmin; Sutherland, Tom; Kam, Ning Mao; Bab-Hadiashar, Alireza

Incidental detection of prostate cancer with computed tomography scans Journal Article

In: Sci Rep, vol. 11, no. 1, 2021, ISSN: 2045-2322.

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Vukovic, Maria; Cavedon, Lawrence; Thangarajah, John; Rodriguez, Sebastian

Performance degrades less under increased workload with the addition of speech control in a dynamic environment Journal Article

In: Appl Ergon, vol. 96, pp. 103486, 2021, ISSN: 1872-9126.

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Korevaar, Steven; Tennakoon, Ruwan; Page, Mark; Brotchie, Peter; Thangarajah, John; Florescu, Cosmin; Sutherland, Tom; Kam, Ning Mao; Bab-Hadiashar, Alireza

Incidental detection of prostate cancer with computed tomography scans Journal Article

In: Sci Rep, Nature, vol. 11, no. 1, pp. 7956, 2021, ISSN: 2045-2322.

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Dann, Michael; Thangarajah, John

Adapting to Reward Progressivity via Spectral Reinforcement Learning Proceedings Article

In: 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, OpenReview.net, 2021.

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Dann, Michael; Yao, Yuan; Logan, Brian; Thangarajah, John

Multi-Agent Intention Progression with Black-Box Agents Proceedings Article

In: Zhou, Zhi-Hua (Ed.): Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021, pp. 132–138, ijcai.org, 2021.

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Rodriguez, Sebastian; Thangarajah, John; Winikoff, Michael

User and System Stories: An Agile Approach for Managing Requirements in AOSE Proceedings Article

In: Dignum, Frank; Lomuscio, Alessio; Endriss, Ulle; Nowé, Ann (Ed.): AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021, pp. 1064–1072, ACM, 2021.

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Yao, Yuan; Alechina, Natasha; Logan, Brian; Thangarajah, John

Intention Progression using Quantitative Summary Information Proceedings Article

In: Dignum, Frank; Lomuscio, Alessio; Endriss, Ulle; Nowé, Ann (Ed.): AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021, pp. 1416–1424, ACM, 2021.

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2020

Evertsz, Rick; Thangarajah, John

A Framework for Engineering Human/Agent Teaming Systems Proceedings Article

In: The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, pp. 2477–2484, AAAI Press, 2020.

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Yao, Yuan; Alechina, Natasha; Logan, Brian; Thangarajah, John

Intention Progression under Uncertainty Proceedings Article

In: Bessiere, Christian (Ed.): Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, pp. 10–16, ijcai.org, 2020.

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Dann, Michael; Thangarajah, John; Yao, Yuan; Logan, Brian

Intention-Aware Multiagent Scheduling Proceedings Article

In: Seghrouchni, Amal El Fallah; Sukthankar, Gita; An, Bo; Yorke-Smith, Neil (Ed.): Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS '20, Auckland, New Zealand, May 9-13, 2020, pp. 285–293, International Foundation for Autonomous Agents and Multiagent Systems, 2020.

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2019

Dann, Michael; Zambetta, Fabio; Thangarajah, John

Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains Proceedings Article

In: The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, pp. 881–889, AAAI Press, 2019.

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Vukovic, Maria; Sethu, Vidhyasaharan; Parker, Jessica; Cavedon, Lawrence; Lech, Margaret; Thangarajah, John

Estimating cognitive load from speech gathered in a complex real-life training exercise Journal Article

In: Int. J. Hum. Comput. Stud., vol. 124, pp. 116–133, 2019.

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Evertsz, Rick; Thangarajah, John; Ly, Thanh

Practical Modelling of Dynamic Decision Making Book

Springer, 2019, ISBN: 978-3-319-95194-2.

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2018

Dann, M.; Zambetta, F.; Thangarajah, J.

Integrating Skills and Simulation to Solve Complex Navigation Tasks in Infinite Mario Journal Article

In: IEEE Transactions on Games, vol. 10, no. 1, pp. 101-106, 2018.

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Dann, Michael; Zambetta, Fabio; Thangarajah, John

Exploration in Continuous Control Tasks via Continually Parameterized Skills Journal Article

In: IEEE Trans. Games, vol. 10, no. 4, pp. 390–399, 2018.

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2017

Harland, James; Morley, David N.; Thangarajah, John; Yorke-Smith, Neil

Aborting, suspending, and resuming goals and plans in BDI agents Journal Article

In: Autonomous Agents and Multi-Agent Systems, vol. 31, no. 2, pp. 288–331, 2017.

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Logan, Brian; Thangarajah, John; Yorke-Smith, Neil

Progressing Intention Progression: A Call for a Goal-Plan Tree Contest Proceedings Article

In: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, AAMAS 2017, São Paulo, Brazil, May 8-12, 2017, pp. 768–772, ACM, 2017.

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Luong, Bao Vo; Thangarajah, John; Zambetta, Fabio

A BDI Game Master Agent for Computer Role-Playing Games Journal Article

In: Computers in Entertainment, vol. 15, no. 1, pp. 4:1–4:16, 2017.

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Dann, Michael; Zambetta, Fabio; Thangarajah, John

Reusing Skills for First-Time Solution of Navigation Tasks in Platform Videogames Proceedings Article

In: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, AAMAS 2017, São Paulo, Brazil, May 8-12, 2017, pp. 1517–1519, ACM, 2017.

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Abushark, Yoosef; Miller, Tim; Thangarajah, John; Winikoff, Michael; Harland, James

Requirements specification via activity diagrams for agent-based systems Journal Article

In: Autonomous Agents and Multi-Agent Systems, vol. 31, no. 3, pp. 423–468, 2017.

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Yadav, Nitin; Thangarajah, John; Sardina, Sebastian

Agent Design Consistency Checking via Planning Proceedings Article

In: International Joint Conference on Artificial Intelligence (IJCAI), pp. 458-464, Melbourne, Australia, 2017.

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Dann, Michael; Zambetta, Fabio; Thangarajah, John

Real-Time Solution of Navigation Tasks in Infinite Mario via Skill Reuse Proceedings Article

In: International Joint Conference on Artificial Intelligence (IJCAI), pp. 1582-1588, Melbourne, Australia, 2017.

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Abushark, Yoosef; Thangarajah, John; Miller, Tim; Harland, James

A Framework for Automatically Ensuring The Conformance of Agent Designs Journal Article

In: Journal of Systems and Software, vol. 113, pp. 266-310, 2017.

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Dann, Michael; Zambetta, Fabio; Thangarajah, John

Integrating Skills and Simulation to Solve Complex Navigation Tasks in Infinite Mario Journal Article

In: IEEE Transactions on Computational Intelligence and AI in Games, 2017, ((In Press)).

BibTeX

Evertsz, Rick; Thangarajah, John; Papasimeon, Michael

The Conceptual Modelling of Dynamic Teams for Autonomous Systems Proceedings Article

In: Conceptual Modeling - 36th International Conference, ER 2017, Valencia, Spain, November 6-9, 2017, Proceedings, pp. 311–324, 2017.

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2016

Adam, Carole; Danet, Geoffrey; Thangarajah, John; Dugdale, Julie

BDI modelling and simulation of human behaviours in bushfires Proceedings Article

In: ISCRAM-med 2016, pp. to appear, Madrid, Spain, 2016.

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Yao, Yuan; Logan, Brian; Thangarajah, John

Intention Selection with Deadlines Proceedings Article

In: Kaminka, G. A.; Fox, M.; Bouquet, P.; E., Hullermeijer; F., Dignum; V., Dignum; F., Harmalen (Ed.): Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI-2016), pp. 2558-2565, ECCAI IOS Press, The Hague, The Netherlands, 2016.

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Yadav, Nitin; Thangarajah, John

Checking the Conformance of Requirements in Agent Designs Using ATL. Proceedings Article

In: Kaminka, G. A.; Fox, M.; Bouquet, P.; E., Hullermeijer; F., Dignum; V., Dignum; F., Harmalen (Ed.): Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI-2016), pp. 243-251, ECCAI IOS Press, The Hague, The Netherlands, 2016.

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Visser, Simeon; Thangarajah, John; Harland, James; Dignum, Frank

Preference-based reasoning in BDI agent systems Journal Article

In: Autonomous Agents and Multi-Agent Systems, vol. 30, no. 2, pp. 291–330, 2016.

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Yao, Yuan; Logan, Brian; Thangarajah, John

Robust Execution of BDI Agent Programs by Exploiting Synergies Between Intentions Proceedings Article

In: Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA., pp. 2558–2565, 2016.

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Abushark, Yoosef; Thangarajah, John; Miller, Tim; Winikoff, Michael; Harland, James

Requirements Specification in The Prometheus Methodology via Activity Diagrams Proceedings Article

In: Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, Singapore, May 9-13, 2016, pp. 1247–1248, 2016.

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Abushark, Yoosef; Miller, Tim; Thangarajah, John; Winikoff, Michael; Harland, James

Requirements specification via activity diagrams for agent-based systems Journal Article

In: Autonomous Agents and Multi-Agent Systems, pp. 1–46, 2016, ISSN: 1573-7454.

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Jonker, Catholijn M.; Marsella, Stacy; Thangarajah, John; Tuyls, Karl (Ed.)

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, Singapore, May 9-13, 2016 Proceedings

ACM, 2016, ISBN: 978-1-4503-4239-1.

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Booth, Edward; Thangarajah, John; Zambetta, Fabio

Applying norms and preferences for designing flexible game rules Journal Article

In: IJAOSE, vol. 5, no. 1, pp. 69–103, 2016.

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121 entries « 1 of 3 »