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Publications of Adrian Pearce
Journal Articles and Chapters
  1. Peter Hebden and Adrian R. Pearce. Distributed Asynchronous Clustering for Self-Organisation of Wireless Sensor Networks. International Journal on Information Processing (IJIP), 1(2), 2007.
    Keywords: agentlab, sensor networks, agent programming languages, NOSA. [download paper ] [bibtex-entry]


  2. S. Goss and A. R. Pearce. Learning Action Plans in a Virtual Environment. In L. Hettinger and M. Haas, editors,Virtual and Adaptive Environments. Lawrence Erlbaum Associates, Inc., 2003.
    Note: ISBN: 0-8058-3107-X.
    Keywords: simulation, agentlab, agent programming languages. [download paper ] [bibtex-entry]


  3. E. Osman, A. Pearce, M. Juttner, and I. Rentschler. Reconstructing mental object representations: A machine vision approach to human visual recognition. Spatial Vision, 13(2-3):277--295, 2000.
    Keywords: agentlab. [download paper ] [bibtex-entry]


  4. A. R. Pearce and T. Caelli. Interactively matching hand-drawings using induction. Computer Vision and Image Understanding, 73(3):391--403, 1999.
    Keywords: machine learning, graph theory, agentlab. [abstract] [download paper ] [bibtex-entry]


  5. A. R. Pearce and T. Caelli. Relational Evidence Theory and Schematic Interpretation. In T. Caelli and W. F. Bischof, editors,Machine Learning and Image Interpretation, pages 67--118. New York, USA, 1997.
    Keywords: graph theory, inductive logic programming, agentlab. [download paper ] [bibtex-entry]


  6. A. R. Pearce, T. Caelli, and W. F. Bischof. Rulegraphs for graph matching in pattern recognition. Pattern Recognition, 27(9):1231--47, 1994.
    Keywords: graph theory, machine learning, agentlab. [abstract] [download paper ] [bibtex-entry]


  7. A. R. Pearce, T. Caelli, and W. F. Bischof. Learning relational structures: applications in computer vision. Applied Intelligence, 4(3):257--68, 1994.
    Note: Netherlands.
    Keywords: graph theory, machine learning, agentlab. [abstract] [download paper ] [bibtex-entry]


Conference Proceedings
  1. Ryan F. Kelly and Adrian R. Pearce. Complex Epistemic Modalities in the Situation Calculus. In International Conference on Principles of Knowledge Representation and Reasoning (KR2008), Sydney, pages 611--620, 2008.
    Keywords: agentlab, agent programming languages, MINDIGOLOG, situation calculus. [download paper ] [bibtex-entry]


  2. Jian Huang and Adrian R. Pearce. Collaborative inductive logic programming for path planning. In Manuela M. Veloso, editor, Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), volume 1, Hyderabad, India, pages 1327--1332, 2007. IJCAI.
    Keywords: agentlab, agent programming languages, inductive logic programming, honours reading, collaborative logic programming, NOSA. [download paper ] [bibtex-entry]


  3. Ryan F. Kelly and Adrian R. Pearce. Knowledge and Observations in the Situation Calculus. In ACM International Conference on Autonomous and Multiagent Systems (AAMAS 2007), volume 1, Honolulu, Hawaii, USA, pages 841--843, 2007. ACM Press.
    Keywords: agent programming languages, agentlab, MINDIGOLOG, situation calculus. [download paper ] [bibtex-entry]


  4. Ryan F. Kelly and Adrian R. Pearce. Property persistence in the situation calculus. In Manuela M. Veloso, editor, Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), volume 2, Hyderabad, India, pages 1948--1953, 2007. IJCAI.
    Keywords: agentlab, agent programming languages, honours reading, situation calculus, MINDIGOLOG. [download paper ] [bibtex-entry]


  5. Micahel M. Papasimeon, Adrian R. Pearce, and Simon Goss. The Human Agent Virtual Environment. In ACM International Conference on Autonomous and Multiagent Systems (AAMAS 2007), volume 2, Honolulu, Hawaii, USA, pages 1443--1450, 2007. ACM Press.
    Keywords: agent programming languages, agentlab, multi-agent simulation. [download paper ] [bibtex-entry]


  6. Peter Hebden and Adrian Pearce. Distributed Asynchronous Clustering for Self-Organisation of Wireless Sensor Networks. In M. Palaniswami, editor, Fourth International Conference on Intelligent Sensing and Information Processing (ICISIP-06),, Bangalore, India, pages 37--42, 2006. IEEE Press.
    Keywords: agentlab, sensor networks, agent programming languages, NOSA. [download paper ] [bibtex-entry]


  7. Peter Hebden and Adrian Pearce. Data-Centric Routing using Bloom Filters in Wireless Sensor Networks. In M. Palaniswami, editor, Fourth International Conference on Intelligent Sensing and Information Processing (ICISIP-06),, Bangalore, India, pages 72--78, 2006. IEEE Press.
    Keywords: agentlab, sensor networks, agent programming languages, NOSA. [download paper ] [bibtex-entry]


  8. Jian Huang and Adrian R. Pearce. Toward inductive logic programming for collaborative problem solving. In Silvia Ceballos, editor, IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT-06), Hong Kong, pages 284--290, 2006. IEEE Computer Society Press.
    Keywords: agentlab, agent programming languages, inductive logic programming, honours reading, collaborative logic programming, NOSA. [download paper ] [bibtex-entry]


  9. Jian Huang and Adrian R. Pearce. Distributed Interactive Learning in Multi-Agent Systems. In National Conference on Artificial Intelligence (AAAI-06), Boston, pages 666--671, 2006. AAAI.
    Keywords: agent programming languages, agentlab, inductive logic programming, honours reading, collaborative logic programming, NOSA. [download paper ] [bibtex-entry]


  10. Ryan F. Kelly and Adrian R. Pearce. Towards high level programming for distributed problem solving. In Silvia Ceballos, editor, IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT-06), Hong Kong, pages 490--497, 2006. IEEE Computer Society Press.
    Keywords: agentlab, agent programming languages, honours reading, situation calculus, MINDIGOLOG, GOLOG. [download paper ] [bibtex-entry]


  11. Terence H. -W. Law and Adrian R. Pearce. A Multi-stage graph decomposition algorithm for distributed constraint optimisation. In Silvia Ceballos, editor, IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT-06), Hong Kong, pages 506--511, 2006. IEEE Computer Society Press.
    Keywords: agentlab, agent programming languages, honours reading, constraint satisfaction, DCOP, DCSP. [download paper ] [bibtex-entry]


  12. Peter Hebden and Adrian R. Pearce. Bloom filters for data aggregation and discovery: a hierarchical clustering approach. In M. Palamiswami, editor, Intelligent Sensors, Sensor Networks and Information Processing Conference (ISSNIP), Melbourne, Australia, pages 175--180, 2005. IEEE Computer Society Press.
    Keywords: sensor networks, agent programming languages, agentlab, NOSA. [bibtex-entry]


  13. Don Perugini, Dale Lambert, Leon Sterling, and Adrian Pearce. From single static to multiple dynamic combinatorical auctions. In A. Skowron, editor, IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT2005), Compiegne, France, pages 443--450, 2005. IEEE Press.
    Keywords: agentlab, agent programming languages. [bibtex-entry]


  14. Simon Goss, Clinton Heinze, Michael Papasimeon, Adrian Pearce, and Leon Sterling. Towards reuse in agent oriented information systems: the importance of being purposive. In International workshop on Agent-Oriented Information systems (AOIS-2003) held in conjunction with AAMAS 2003, appears in Lecture Notes in Computer Science, Vol 3030., Melbourne, Australia, pages 111--126, 2004. Springer-Verlag.
    Keywords: agentlab, agent-oriented software engineering, agent programming languages, logistics, multi-agent simulation. [bibtex-entry]


  15. Don Perugini, Dale Lambert, Leon Sterling, and Adrian Pearce. Provisional Agreement Protocol for Global Transportation Scheduling. In Workshop on agents in traffic and transportation held in conjunction with the International Conference on Autonomous Agents and Multi Agent Systems (AAMAS04), New York, 2004.
    Keywords: agentlab, agent programming languages. [bibtex-entry]


  16. D. Perugini, D. Lambert, L. S. Sterling, and A. R. Pearce. Agent-Based Global Transportation Scheduling in Military Logistics. In Third Joint Conference on Autonomous Agents and Multi Agent Systems, volume 3, New York, July 2004., pages 1278--1279, 2004.
    Keywords: agentlab, agent programming languages, logistics. [bibtex-entry]


  17. Susannah Soon, Adrian Pearce, and Max Noble. Adaptive Teamwork Coordination using Graph Matching over Hierarchical Intentional Structures. In Nicholas R. Jennings, Carles Sierra, Liz Sonenberg, and Milind Tambe, editors, International Conference on Autonomous Agents and Multi Agent Systems (AAMAS), New York, pages 294--301, 2004.
    Keywords: agentlab, agent programming languages, graph theory, honours reading, teamwork, coordination. [bibtex-entry]


  18. Susannah Soon, Adrian Pearce, and Max Noble. A Teamwork Coordination Strategy using Case-Based Reasoning over Rolegraphs.. In Proceedings of the 1st International Workshop on Computational Autonomy - Potential, Risks, Solutions (AUTONOMY 2003) - held in conjunction with AAMAS03, appears in Lecture Notes in Computer Science, Vol. 2969, Melbourne, Australia., pages 249--260, 2004.
    Keywords: agentlab, agent programming languages, teamwork, case-based reasoning. [bibtex-entry]


  19. K. Chan, L. Sterling, S. Karunaseker, A. Pearce, and T. A. Juan. Role-based methodology for agent oriented software engineeing. In SITCRC conference, Sydney, Australia, pages 131--138, 2003.
    Keywords: agentlab, agent-oriented software engineering, ROADMAP. [bibtex-entry]


  20. T. Ly, S. Greenhill, S. Venkatesh, and A. Pearce. Multiple hypothesis situation assessment. In The 6th International Conference on Information Fusion (FUSION 2003), Brisbane, Australia, pages 972--978, 2003.
    Keywords: agentlab, agent programming languages. [bibtex-entry]


  21. T. Menzies, A. Pearce, C. Heinze, and S. Goss. What is an agent and why should I care?. In Second Goddard Workshop on Formal Approaches to Agent-Based Systems (FAABS II) appears in Lecture Notes in Computer Science, Vol. 2699, Greenbelt, MD, USA, pages 1--14, 2003. Springer Verlag.
    Keywords: agentlab, agent-oriented software engineering. [bibtex-entry]


  22. D. Perugini, D. Lambert, L. Sterling, and A. Pearce. Distributed information fusion agents. In International Conference on Information Fusion (FUSION 2003), pages 86--93, 2003.
    Keywords: agentlab, agent programming languages, logistics. [bibtex-entry]


  23. Don Perugini, Dale Lambert, Leon Sterling, and Adrian Pearce. A Distributed Agent Approach to Global Transportation Scheduling. In The 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), Halifax, Canada, pages 18--24, 2003.
    Keywords: agentlab, agent programming languages. [bibtex-entry]


  24. Don Perugini, Steven Wark, Andrew Zschorn, Dale Lambert, Leon Sterling, and Adrian Pearce. Agents in logistics planning - experiences with the coalition agents experiment project. In Agents at work: Deployed applications of autonomous agents and multi-agent systems, a workshop at the Second International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2003), Melbourne, Australia, 2003.
    Keywords: agent programming languages, agentlab, agent-oriented software engineering. [bibtex-entry]


  25. Susannah Soon, Adrian Pearce, and Max Noble. Modelling the Collaborative Mission Planning Process using Dynamic Teamwork Structures. In Jeffrey S. Rosenschein, Tuomas Sandholm, Michael Wooldridge, and Makoto Yokoo, editors, Proceedings of the second International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS03), Melbourne, Australia, pages 1124--1125, 2003.
    Keywords: agentlab, agent programming languages, teamwork, coordination. [bibtex-entry]


  26. Thomas Juan, Adrian Pearce, and Leon Sterling. ROADMAP: Extending the Gaia Methodology for Complex Open Systems. In Proceedings of the first international joint conference on Autonomous agents and multiagent systems (AAMAS2002), Bolognia, Italy, pages 3--10, 2002.
    Keywords: agent-oriented software engineering, ontologies, agentlab, logistics, agent programming languages, ROADMAP. [download paper ] [bibtex-entry]


  27. Don Perugini, Dale Lambert, Leon Sterling, and Adrian Pearce. Agents for military logistic planning. In Proceedings of the ECAI-02 Workshop, Lyon, pages 35--44, 2002.
    Keywords: agentlab, agent programming languages. [bibtex-entry]


  28. G. Au, S. Goss, C. Heinze, and A. R. Pearce. RescueModel: A Multi-Agent Simulation of Bushfire Disaster Management. In Peter Stone, editor, Proc. RoboCup2000, RoboCup IV in Lecture Notes in Artificial Intelligence vol. 2019, volume 2019, Melbourne, pages 285--290, 2001.
    Keywords: agentlab, agent-oriented software engineering, RoboCup. [bibtex-entry]


  29. C. Heinze, A. Pearce, L. Sterling, and S. Goss. Designing Perception Modules to Shape Information for BDI Agents. In Proceedings of the Pacific Rim Conference on Intelligent Information Agents, (PRIIA 2000), Melbourne, pages 100--112, 2000.
    Keywords: agentlab, agent-oriented software engineering, belief desires intentions, BDI. [bibtex-entry]


  30. A. R. Pearce, C. A. Heinze, and S. Goss. Enabling perception for plan recognition in multi-agent air-mission simulations. In Proceedings of the Fourth International Conference on MultiAgent Systems (ICMASS2000), Boston, pages 427--8, 2000.
    Keywords: agentlab, agent programming languages. [bibtex-entry]


  31. S. Goss, C. A. Heinze, and A. Pearce. Recognising User Intentions in a Virtual Environment. In Proceedings of the Simulation Technology and Training Conference (SimTecT), Melbourne, pages 247--254, 1999.
    Keywords: agentlab, agent programming languages. [bibtex-entry]


  32. Clinton Heinze, Simon Goss, and Adrian Pearce. Plan Recognition in Military Simulation: Incorporating Machine Learning with Intelligent Agents. In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, Workshop on Team Behaviour and Plan Recognition, Stockholm, Sweden, pages 53--63, 1999.
    Keywords: agents, procedural reasoning, agentlab, agent programming languages, agent-oriented software engineering. [bibtex-entry]


  33. E. Osman, A. Pearce, M. Juttner, and I. Rentschler. Simulating Ontogenesis of Human Visual Object Representations using Machine Learning. In Proceedings of International/National Conference on Digital Image Computing, Techniques, and Applications, (DICTA99), Perth, pages 247--253, 1999.
    Keywords: agentlab. [bibtex-entry]


  34. A. R. Pearce, E. Osman, M. Juttner, and I. Rentschler. Human meets Machine Vision for Learning to Recognise Objects. In Proceedings of the International Conference of Machine Learning (ICML-99) Workshop on Machine Learning in Computer Vision, Bled, pages 1--7, 1999.
    Keywords: agentlab. [bibtex-entry]


  35. A. R. Pearce, C. Sammut, and S. Goss. Simulation as an Environment for the Knowledge Acquisition of Procedural Expertise. In Proceedings of the Simulation Technology and Training Conference (SimTecT 99), Melbourne, pages 255--260, 1999.
    Keywords: agentlab, agent-oriented software engineering, agent programming languages. [bibtex-entry]


  36. Simon Goss, Sam Waugh, Adrian R. Pearce, and Tim Menzies. Learning and Testing Cognitive Models. In F. Ritter Young and R., editors, Proceedings of the Second European Cognitive Modelling Conference, pages 170--71, 1998.
    Keywords: cognitive science, agentlab. [bibtex-entry]


  37. A. R. Pearce and T. Caelli. The CLARET Algorithm. In Research and Development in Knowledge Discovery and Data Mining, Lecture Notes in Artificial Intelligence, volume 1394, pages 407--408, 1998. Springer-Verlag.
    Keywords: graph theory, machine learning, inductive logic programming, agentlab. [bibtex-entry]


  38. A. R. Pearce, T. Caelli, and Simon Goss. On Learning Spatio-Temporal Relational Structures in Two Different Domains. In Computer Vision-ACCV'98, Lecture Notes in Artificial Intelligence, volume 1352-II, pages 551--558, 1998. Springer-Verlag.
    Keywords: machine learning, agentlab. [bibtex-entry]


  39. Terry Caelli and Adrian R. Pearce. Cooperative and distributed architectures for image interpretation. In Proceedings of the First International Workshop on Cooperative Distributed Vision, Kyoto, 1997, pages 55--74, 1997. cdvws@vision.kuee.kyoto-u.ac.jp Research for the Futre Program, The Japan Society for the Promotion of Science.
    Keywords: coordination, agentlab. [bibtex-entry]


  40. Adrian Pearce and Terry Caelli. Schematic Interpretation and the CLARET Consolidated Learning Algorithm. In Proceedings of the First International Conference and Knowledge-Based Intelligent Electronic Systems (KES'97), Adelaide, Australia, volume 1, pages 64--71, 1997.
    Keywords: machine learning, agentlab. [bibtex-entry]


  41. Adrian Pearce, Terry Caelli, and Walter Bischof. CLARET: A new Relational Learning Algorithm for Interpretation in Spatial Domains. In Proceedings of the Fourth International Conference on Control, Automation, Robotics and Vision (ICARV'96), Singapore, pages 650--654, 1996.
    Keywords: graph theory, machine learning, inductive logic programming, agentlab. [bibtex-entry]


  42. Adrian Pearce and Terry Caelli. On the efficiency of spatial learning. In Proceedings of the second Asian conference on computer vision 1995 (ACCV95); Singapore, Parkville, Australia, pages 79--82, 1995.
    Keywords: machine learning, agentlab. [bibtex-entry]


  43. Adrian Pearce, Terry Caelli, and Walter Bischof. Rulegraphs for Pattern Recognition. In Proceedings of the First Asian Conference on Computer Vision 1993 (ACCV93); Osaka, Japan, pages 79--82, 1993.
    Keywords: graph theory, machine learning, agentlab. [bibtex-entry]


  44. Adrian Pearce, Terry Caelli, and Walter Bischof. Learning Relational Structures for 2D Pattern and 3D Object Recognition. In Proceedings of the Australian and New Zealand conference on Intelligent Information Systems 1993 (ANZIIS93); Perth , Western Australia, pages 50--54, 1993.
    Keywords: graph theory, machine learning, agentlab. [bibtex-entry]


Thesis
  1. Terence Heung-Wing Law. Focused Decomposition: multi-agent distributed constraint optimisation with linear communication. MSc, The University of Melbourne, 2007.
    Keywords: agent programming languages, agentlab. [download paper ] [bibtex-entry]


  2. Don Perugini. Agents for Logistics: A Provisional Agreement Approach. PhD, The University of Melbourne, 2006.
    Keywords: agent programming languages, agentlab, logistics. [download paper ] [bibtex-entry]


  3. Susannah Soon. Multi-agent Teamwork Coordination: A Graph-Based Intention Recognition Approach. PhD, The University of Melbourne, 2005.
    Keywords: agentlab, agent programming languages, teamwork, coordination. [bibtex-entry]


  4. Jian Ying Zhang. Fuzzy Causal Networks and Their Applications. PhD, The University of Melbourne, 2003.
    Keywords: agentlab, agent programming languages. [bibtex-entry]


  5. Adrian Pearce. Relational Evidence Theory and Spatial Interpretation Procedures. PhD, School of Computing, Curtin University, 1996.
    Keywords: machine learning, agentlab. [download paper ] [bibtex-entry]


Tehnical Reports
  1. Leon Sterling, Adrian Pearce, Simon Goss, Michael Papasimeon, and Clinton Heinze. Investigations into modelling purposive socio-technical systems using agents. Contract report for Defence Science and Technology Organisation Februrary, 2003, Department of Computer Science and Software Engineering, The University of Melbourne, 2003.
    Keywords: agentlab, agent programming languages, agent-oriented software engineering, logistics, multi-agent simulation. [bibtex-entry]


  2. S. Greenhill, S. Venkatesh, A. Pearce, and T. C. Ly. Representations and Processes in Decision Modelling. Technical Report DSTO-GD-0318, Defence Science and Technology Organisation (DSTO), feb # 2002 2002.
    Keywords: agentlab, agent programming languages. [download paper ] [bibtex-entry]


  3. S. Greenhill, S. Venkatesh, A. Pearce, and T. Ly. Situation Description Language (SDL) implementation. Technical Report DSTO-GD-0342, Defence Science and Technology Organisation (DSTO), nov # 2002 2002.
    Keywords: agentlab, agent programming languages. [download paper ] [bibtex-entry]


  4. S. Greenhill, S. Venkatesh, A. Pearce, and T. C. Ly. Situation Description Language. Technical Report DSTO-GD-0332, Defence Science and Technology Organisation (DSTO), aug # 2002 2002.
    Keywords: agentlab, agent programming languages. [download paper ] [bibtex-entry]


  5. Adrian Pearce, Simon Goss, Graeme Murray, Clinton Heinze, and Ian Lloyd. Studies in learning the intentional structures of belief, desire-intentions software agents in simulations. Technical report BO 15/3, Aeronautical and Maritime Research Laboratories, DSTO, 1999.
    Keywords: agent-oriented software engineering, belief desires intentions, BDI, agentlab. [bibtex-entry]


  6. Claude Sammut and Adrian R. Pearce. Scaling up Behavioural Cloning. Technical report September, School of Computer Science and Engineering, University of New South Wales, 1998.
    Keywords: machine learning, agentlab. [bibtex-entry]


  7. Adrian Pearce, Terry Caelli, and Simon Goss. Aeronautical Parser for Spatio-Temporal Rules obtained by Machine Learning. Contract Report for DSTO 1996, Department of Computing, Curtin University, October 1996.
    Keywords: machine learning, simulation, agentlab. [bibtex-entry]


  8. Adrian Pearce. A survey of uncertainty calculi for pattern recognition using machine learning. Technical Report 1992, Department of Computer Science, Melbourne University, May 1992.
    Keywords: Bayesian theory, agentlab. [bibtex-entry]


  9. Adrian Pearce and Terry Caelli. A label Compatibility Checking Method for Evidence-Based Classification Systems. Technical Report 1991, Department of Computer Science, Melbourne University, 1991.
    Keywords: machine learning, agentlab. [bibtex-entry]



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