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Prof

Adrian Pearce

Professor
Computing And Information Systems
Reasoning about Action
Mathematical programming
Optimisation
Planning
Artificial Intelligence
Learning
Theory of Mind
Reasoning about knowledge
Adrian Pearce's Profile Picture
Prof

Adrian Pearce

 
Division
Engineering
 
Primary Interest
Automated Planning & Scheduling
Adrian Pearce's Profile Picture
Prof

Adrian Pearce

 

Professor in School of Computing and Information Systems

Researcher and innovator in planning and scheduling. My research has improved the efficiency and robustness of a range of applications including production planning for mining, supply chain optimization, robotics, logistics, air traffic management and autonomous systems.

Contributed deeply in research on reasoning about actions within the field of artificial intelligence. In conjunction with an excellent group of colleagues in the AI and Autonomy and optimisation group, we have made fundamental breakthroughs in the ability to perform collaborative planning and scheduling.

Our research group tackles optimization problems, including more efficient and productive supply chain management for agile mine scheduling.

My specialities include: Supply chain optimization, automated planning and scheduling; reasoning about action and change; optimisation in multi-agent systems; knowledge representation and reasoning; and artificial intelligence.

Projects

Displaying the 89 most recent projects by Adrian Pearce.

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Dsi Collaborative Research Grant - Rmit - Li - Requirements Management Framework For Autonomous Systems (Rmas) In Agile Command And Control

2020 - 2021
Active
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Dsi Rhd Grant - Rmit - Marzocca - Data Driven Rom For Analysis, Prediction And Control Of Transonic Shock Buffet

2020 - 2021
Active
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Foundations And Analysis Of Ai

2020 - 2022
Active
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Physiological Response To Task Constraints During Load Carriage - La Trobe - Middleton - Dsi Rhd Grant

2020 - 2025
Active
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Aerospike Rocket Motor Performance - Monash - Honnery - Dsi Collaborative Research Grant

2019 - 2021
Active
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Unlocking A More Robust Immune System - La Trobe - Keightley - Dsi Rhd Grant

2019 - 2022
Active
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Lex36340 - Top-Up Scholarship Funding Agreement - Mann

2019 - 2022
Active
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Rpas/Uas Based Precision Dimension Inspection Systems - Rmit - Wild - Dsi Collaborative Grant

2019 - 2020
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Forging A Conceptual Framework For Digital Threads And Digital Twins In An Industry 4.0 Shipyard - Rmit - Pang - Dsi Collaborative Grant

2019 - 2021
Active
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Quantum Dot Sensors For Cyber-Physical Systems In Shipyard 4.0 - Victoria University - Lai - Dsi Collaborative Grant

2019 - 2021
Active
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Contract For The Provision Of Contractor Services - Blom

2019 - 2019
Completed
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Reach And Touch Capability In A Virtual And Augmented Reality Environment - Rmit - Bil - Dsi Collaborative Grant

2019 - 2021
Active
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Provenance In Large-Scale Artifcial Intelligence Solutions - Deakin - Vasa - Dsi Rhd Grant

2019 - 2021
Active
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Multi-Modal Bio-Metric Information Analysis Using Deep Neural Networks - Rmit - Lech - Dsi Rhd Grant

2019 - 2021
Active
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Intelligent Intruder Tracking - Qut- Denman - Dsi Collaborative Research Grant

2019 - 2020
Active
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Evolved Similarity In Malware - Gondal - Federation - Dsi Rhd Grant

2019 - 2020
Completed
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Understanding The Genetic Regulation Of Behaviour - La Trobe - Dworkin - Dsi Rhd Grant

2019 - 2021
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Portable Sequencing Technology - La Trobe - Rodoni - Dsi Rhd Grant

2019 - 2022
Active
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Future Battery Industries Crc (Fbi-Crc)

2019 - 2025
Active
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Future Battery Industries Crc (Fbi-Crc)

2019 - 2025
Active
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Central Neural Circuits That Regulate Thermogenesis & Lipolysis - La Trobe - Green - Dsi Rhd Grant

2019 - 2023
Active
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Air Vehicle Recovery Operations On Surface Vessels Using Ship Motion Prediction - Rmit - Bil - Dsi Rhd Grant

2019 - 2022
Active
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Flapping Wing Micro Aerial Robots - Wing Actuation And Flight Control - Deakin - Ravi - Dsi Rhd Grant

2019 - 2022
Active
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The Genetic Manipulation And Modification Of Bacteriophages

2019 - 2022
Active
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Low Swap-C Uas Navigation And Guidance Systems In Gnss-Denied Environments - Rmit - Sabatini - Rhd Grant

2019 - 2019
Completed
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Elucidating The Antimicrobial Activity Of Omvs Against Pathogenic Bacteria - Liaskos - Dsi Rhd Grant

2019 - 2021
Active
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Evolution Of Sleep - La Trobe - Lesku - Dsi Rhd Grant

2019 - 2026
Active
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Bacteriophages As An Alternative Therapeutic To Skin Infections - La Trobe - Helbig - Dsi Rhd Grant

2019 - 2021
Active
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Lex34880 - Dsi Funding Agreement

2019 - 2021
Active
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Mission Level Team Behaviour Discovery

2018 - 2019
Completed
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Rapid Screening Of Home-Made Explosives In Public Places Using Safe Light Source - Victoria University - Parvez Mahbub - Dsi Rhd Student Support Grant

2018
Active
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The Role Of The Microbiota In Mental Health - La Trobe - Franks - Dsi Rhd Grant

2018 - 2021
Active
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Valuing Critical Raw Material Supply For Australia'S Defence Sector - Monash University - A/P Mohn Yellishetty - Dsi Collaborative Grant

2018 - 2020
Completed
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Air4 Life - Girls In Stem - Deakin University - Dr John Cripps Clark - Dsi Collaborative Research Grant

2018 - 2019
Completed
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Learning Behaviour Switching Policies

2018 - 2019
Completed
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Intelligence Image Degradation Classification And Image Enhancement - La Trobe - Wang - Dsi Collaborative Research Grant

2018 - 2020
Completed
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Integrated Topology Optimisation Tool For Additive Manufacturing - Rmit - A/P Raj Das - Dsi Rhd Student Support Grant

2018 - 2018
Completed
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Intelligent Sensor Processing For Enhancing Defence Decision Support - Deakin University - Dsi Collaborative Research Grant

2018 - 2019
Completed
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Additional Work - Additively Manufactured Lightweight Hybrid Ballistic Protection Materials (95 - Rmit)

2018 - 2019
Completed
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Automated Planning And Machine Learning For Behaviour Discovery

2018 - 2018
Completed
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Experiments To Investigate Audio-Visual Performance Facilitation In Simulated Sonar Displays (Cera-Uws)

2018 - 2019
Completed
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Dst Group Staff Secondment And Exchange Agreement Michael Papasimeon

2018 - 2019
Completed
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Machine Discovered Behaviour Survey

2018 - 2018
Completed
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Hatch Research Consultancy

2018 - 2018
Completed
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Mission Effectiveness And Modelling For Defence Operations (Rhd Grant - Rmit)

2017 - 2020
Active
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Scramjet Hot Wall Combustor With Embedded Hydrocarbon Reactor (Rhd Grant - Rmit)

2017 - 2020
Active
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Thermographic Detection And Prognostic Assessment Of Impact Damage In Composites (Rhd Grant - Rmit)

2017 - 2020
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Defence Science Institute - Activity In Support Of Maritime/Naval Outcomes And Opportunities

2017 - 2020
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Defence Science Institute

2017 - 2021
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A Novel Approach For Threat Modelling Of Critical Infrastructures

2017 - 2020
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Cera2017 - Development Of A 24 Ghz Collision Avoidance Radar System For Trusted Autonomous Systems (202 - Rmit)

2017 - 2019
Completed
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Cera2017 - Co-Operative Simultaneous Localisation And Mappling (Slam) For A Team Of Unmanned Defence Platfroms (48 - Rmit)

2017 - 2019
Completed
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Cera2017 - An Investigtion Into How Best To Present Autonomous Decision Making To Human Team Members (22 - Rmit)

2017 - 2019
Completed
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Cera2017 - Hybrid Diamond-Optical Fibre Magnetometry (206 - Rmit)

2017 - 2019
Completed
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Cera2017 - Operational Readiness Assessment Using Virtual Reality (111 Deakin)

2017 - 2019
Completed
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Cera2017 - Additively Manufactured Lightweight Hybrid Ballistic Protection Materials (95 - Rmit)

2017 - 2019
Completed
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Autonomous Team Tactics Discovery With Automated Planning Part 2

2017 - 2017
Completed
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Cera2017 - Multi-Function Non-Linear Artificial Impedance Surface (Nl-Ais) (186 - Rmit)

2017 - 2019
Completed
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Cera2017 - Novel Bacterial Sensors Using Bacteriophage (166 La Trobe)

2017 - 2019
Completed
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Cera2017 - Team State Monitoring And Performance Assessment Using Eye Tracking (122 - Deakin)

2017 - 2019
Completed
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Multi-Objective Reinforcement Learning In Dynamic Team Based Adversarial Games (Rhd Grant - Federation)

2017 - 2020
Active
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Progressing Towards A Digital Twin: Dynamic Model Updating And Identification (Rhd Grant - Rmit)

2017 - 2020
Active
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Tripwire Generation For A Surgical Its: What Is The Effectiveness Of A Data Driven Approach?

2016 - 2017
Completed
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Acoustic Signature Characterisation And Reduction For Multi-Rotar Uas (Rhd Grant - Rmit)

2016 - 2019
Completed
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Automated Reasoning Under Irreducible Uncertainty – Phase Ii

2016 - 2017
Completed
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Decentralised Algorithms For The Network Distribution Problem

2016 - 2017
Completed
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Cera 2016 -Technologies For Robust Free-Space Laser Communications

2016 - 2017
Completed
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Cera 2016 -Evaluating The Role Of Audio-Visual Synchrony In Visual Tracking

2016 - 2017
Completed
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Cera 2016 - Defect Size Estimation In Bearings

2016 - 2017
Completed
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Cera 2016 - Microbial Induced Corrosion In Royal Australian Navy Collins Class Submarines

2016 - 2017
Completed
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Cera 2016 -Enhancing The Reliability Of Pervasive Distributed Systems With Self-Healing

2016 - 2017
Completed
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Autonomous Team Tactics Discovery With Automated Planning

2016 - 2016
Completed
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Survivability, Explainability And Distributed Adaptability In Autonomous Systems

2016 - 2016
Completed
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Automated Reasoning Under Irreducible Uncertainty

2016 - 2016
Completed
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Win-Win Supply Chain Logistics: Controller Synthesis Through Game Structure

2016 - 2016
Completed
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Smoothing And Prediction Using Road Network Data

2014 - 2015
Completed
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Foundations Of Human-Agent Collaboration: Situation-Relevant Information Sharing

As automated systems become more sophisticated in their capabilities, the design of effective interaction with human operators becomes more ..

2013 - 2015
Completed
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Smoothing And Prediction Using Road Network Data

2012 - 2013
Completed
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Uncertainty Management In Space And Time

2012 - 2012
Completed
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Making The Pilbara Blend: Agile Mine Scheduling Through Contingent Planning

Mine scheduling is a challenging problem for Rio Tinto which annually mines more than 200 Million tonnes of iron ore. This project will deve..

2011 - 2016
Completed
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Making The Pilbara Blend: Agile Mine Scheduling Through Contingent Planning

Mine scheduling is a challenging problem for Rio Tinto which annually mines more than 200 Million tonnes of iron ore. This project will deve..

2011 - 2016
Completed
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Win-Win Logistics: Synthesising Contingent Plans Using Game Structure

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Win-Win Logistics: Synthesising Contingent Plans Using Game Structure

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Concept-Based Retrieval And Interpretation For Large Data Sets

Access to on-line information is growing at an exponential rate, fuelled by advances in computing and communications technologies. Current i..

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Ibes - Gardens Of Tomorrow In Broadband-Enabled Neighbourhoods

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Multi Agent C2 Systems Review

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Win-Win Logistics: Synthesising Contingent Plans Using Game Structure

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Agent Based Logistics Review

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ARC Centre For Perceptive And Intelligent Machines In Complex Environments

89

Projects

Project Types

76

Research Contracts

7

Research Grant

6

Internal Research Grant

Scholarly Works

Displaying the 82 most recent scholarly works by Adrian Pearce.

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Inventory routing for defense: Moving supplies in adversarial and partially observable environments

Michelle Blom, Slava Shekh, Don Gossink, Tim Miller, Adrian R Pearce

Journal article  |  2020  |  The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology

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Short-term planning for open pit mines: a review

Michelle Blom, Adrian R Pearce, Peter J Stuckey

Journal article  |  2019  |  International Journal of Mining, Reclamation and Environment

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Width-Based Lookaheads Augmented with Base Policies for Stochastic Shortest Paths

Stefan O’Toole, Miquel Ramirez, Nir Lipovetzky, Adrian Pearce

Conference Proceedings  |  2019  |  Proceedings of the 29th International Conference on Automated Planning and Scheduling

Sequential decision problems for real-world applications often need to be solved in real-time, requiring algorithms to perform wel..

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Multi-objective short-term production scheduling for open-pit mines: a hierarchical decomposition-based algorithm

Michelle Blom, Adrian R Pearce, Peter J Stuckey

Journal article  |  2018  |  Engineering Optimization

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Social Planning for Trusted Autonomy

Tim Miller, Adrian R Pearce, Liz Sonenberg

Book Chapter  |  2018  |  Studies in Systems, Decision and Control

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Action Selection for Transparent Planning

Aleck M MacNally, Nir Lipovetzky, Miquel Ramirez, Adrian R Pearce

Conference Proceedings  |  2018  |  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

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Integrated Hybrid Planning and Programmed Control for Real–Time UAV Maneuvering

Miquel Ramirez, Michael Papasimeon, Nir Lipovetzky, Lyndon Benke, Tim Miller, Adrian R Pearce, Enrico Scala, Mohammad Zamani

Conference Proceedings  |  2018  |  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

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Real-Time UAV Maneuvering via Automated Planning in Simulations

M Ramirez Javega, M Papasimeon, L Benke, N Lipovetzky, T Miller, A Pearce

Conference Proceedings  |  2017  |  IJCAI International Joint Conference on Artificial Intelligence

The automatic generation of realistic behaviour such as tactical intercepts for Unmanned Aerial Vehicles (UAV) in air combat is a ..

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Short-term scheduling of an open-pit mine with multiple objectives

Michelle Blom, Adrian R Pearce, Peter J Stuckey

Journal article  |  2017  |  CONSTRAINT PROGRAMMING 2015 (POSTER)

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A Decomposition-Based Algorithm for the Scheduling of Open-Pit Networks over Multiple Time Periods

M Blom, A Pearce, P Stuckey

Journal article  |  2016  |  Management Science

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Sequencing operator counts

TO Davies, AR Pearce, P Stuckey, N Lipovetzky

Conference Proceedings  |  2016  |  IJCAI International Joint Conference on Artificial Intelligence

Copyright 2016 AAAI, all rights reserved.). Operator-counting is a recently developed framework for analysing and integrating many..

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'Knowing Whether' in Proper Epistemic Knowledge Bases

T Miller, P Felli, C Muise, AR Pearce, L Sonenberg

Conference Proceedings  |  2016  |  30th AAAI Conference on Artificial Intelligence, AAAI 2016

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Planning for a Single Agent in a Multi-Agent Environment Using FOND

C Muise, P Felli, T Miller, AR Pearce, L Sonenberg

Conference Proceedings  |  2016  |  IJCAI International Joint Conference on Artificial Intelligence

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Social planning for social HRI

E Sonenberg, T Miller, AR Pearce, P Felli, CJ Muise, F Dignum

Conference Proceedings  |  2016  |  CoRR

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Situation Calculus Game Structures and GDL

Giuseppe De Giacomo, Yves Lesperance, Adrian R Pearce

Conference Proceedings  |  2016  |  Frontiers in Artificial Intelligence and Applications

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Optimizing Long-Running Action Histories in the Situation Calculus Through Search

C Ewin, A PEARCE, S Vassos

Conference Proceedings  |  2015  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Asynchronous knowledge with hidden actions in the situation calculus

Ryan F Kelly, Adrian R Pearce

Journal article  |  2015  |  Artificial Intelligence

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Synchronous Games in the Situation Calculus

G De Giacomo, Y Lespérance, A PEARCE

Conference Proceedings  |  2015  |  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

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Approximate Uni-directional Benders Decomposition

Christina N Burt, Nir Lipovetzky, Adrian R Pearce, Peter J Stuckey

Conference Proceedings  |  2015  |  AAAI Workshop - Technical Report

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Scheduling Tools for Open-Pit Mining Operations

M BLOM, C Burt, N Lipovetzky, A Pearce, P Stuckey

Presentation  |  2015

System Demonstrations and Exhibits

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Computing Social Behaviours Using Agent Models

Paolo Felli, Tim Miller, Christian Muise, Adrian R Pearce, Liz Sonenberg

Conference Proceedings  |  2015  |  IJCAI International Joint Conference on Artificial Intelligence

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Planning Over Multi-Agent Epistemic States: A Classical Planning Approach

Christian Muise, Vaishak Belle, Paolo Felli, Sheila A McIlraith, Tim Miller, Adrian R Pearce, Liz Sonenberg

Conference Proceedings  |  2015  |  Proceedings of the National Conference on Artificial Intelligence

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Optimisation and Relaxation for Multiagent Planning in the Situation Calculus

TO Davies, AR Pearce, PJ Stuckey, H SONDERGAARD

Conference Proceedings  |  2015  |  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

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Towards Team Formation via Automated Planning

Christian Muise, Frank Dignum, Paolo Felli, Tim Miller, Adrian R Pearce, Liz Sonenberg

Conference Proceedings  |  2015  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Proper Epistemic Knowledge Bases Efficient Reasoning with Consistent

Christian Muise, Tim Miller, Paolo Felli, Adrian R Pearce, Liz Sonenberg

Conference Proceedings  |  2015  |  PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS (AAMAS'15)

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Scheduling with fixed maintenance, shared resources and nonlinear feedrate constraints: A mine planning case study

CN Burt, N Lipovetzky, AR Pearce, PJ Stuckey

Conference Proceedings  |  2015  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Given a short term mining plan, the task for an operational mine planner is to determine how the equipment in the mine should be u..

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Sequencing Operator Counts

TO Davies, AR Pearce, P STUCKEY, N Lipovetzky

Conference Proceedings  |  2015  |  Proceedings International Conference on Automated Planning and Scheduling, ICAPS

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Efficient reasoning with consistent proper epistemic knowledge bases

Christian Muise, Tim Miller, Paolo Felli, Adrian R Pearce, Liz Sonenberg

Conference Proceedings  |  2015  |  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

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A Decomposition-Based Heuristic for Collaborative Scheduling in a Network of Open-Pit Mines

Michelle L Blom, Christina N Burt, Adrian R Pearce, Peter J Stuckey

Journal article  |  2014  |  INFORMS Journal on Computing

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MINING SURPRISING PATTERNS AND THEIR EXPLANATIONS IN CLINICAL DATA

Yen-Ting Kuo, Andrew Lonie, Adrian R Pearce, Liz Sonenberg

Journal article  |  2014  |  Applied Artificial Intelligence

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Planning for Mining Operations with Time and Resource Constraints

N Lipovetzky, CN Burt, A Pearce, PJ Stuckey

Conference Proceedings  |  2014  |  Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling

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Transforming Situation Calculus Action Theories for Optimised Reasoning

C EWIN, A Pearce, S Vassos

Conference Proceedings  |  2014  |  Proceedings of the Fourteenth International Conference on Principles of Knowledge Representation and Reasoning

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Fragment-Based Planning Using Column Generation

TO Davies, AR Pearce, PJ Stuckey, H Sondergaard

Conference Proceedings  |  2014  |  Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling

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Foundations of Human-Agent Collaboration: Situation-Relevant Information Sharing

T MILLER, A Pearce, L Sonenberg, F Dignum, P Felli, C Muise

Conference Proceedings  |  2014  |  AAAI Fall Symposium - Technical Report

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Artificial social reasoning: computational mechanisms for reasoning about others

P Felli, T miller, Christian Muise, A PEARCE, L sonenberg

Conference Proceedings  |  2014  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

With a view to supporting expressive, but tractable, collaborative interactions between humans and agents, we propose an approach ..

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Toward resilient human-robot interaction through situation projection for effective joint action

AR Pearce, L Sonenberg, P Nixon

Conference Proceedings  |  2011  |  Papers from the 2011 AAAI Fall Symposium: Robot-Human Teamwork in Dynamic Adverse Environment

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Relaxing Regression for a Heuristic GOLOG

Michelle L Blom, Adrian R Pearce

Conference Proceedings  |  2011  |  Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the 5th Starting AI Researchers' Symposium

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Property persistence in the situation calculus

Ryan F Kelly, Adrian R Pearce

Journal article  |  2010  |  Artificial Intelligence

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Situation calculus-based programs for representing and reasoning about game structures

G De Giacomo, Y Lespérance, AR Pearce

Conference Proceedings  |  2010  |  Proceedings of the Twelfth International Conference on the Principles of Knowledge Representation and Reasoning (KR 2010)

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An Argumentation-Based Interpreter for Golog Programs

Michelle L Blom, Adrian R Pearce

Conference Proceedings  |  2009  |  Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI-09)

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Complex epistemic modalities in the situation calculus

RF Kelly, AR Pearce

Conference Proceedings  |  2008  |  Proceedings of the Eleventh International Conference on Principles of Knowledge Representation and Reasoning

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Knowledge and observations in the situation calculus

RF Kelly, AR Pearce

Conference Proceedings  |  2007  |  ACM International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007)

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The human agent virtual environment

M Papasimeon, AR Pearce, S Goss

Conference Proceedings  |  2007  |  Proceedings of the 6th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007)

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Distributed Asynchronous Clustering for Self-Organisation of Wireless Sensor Networks

P HEBDEN, A PEARCE

Journal article  |  2007  |  International Journal on Information Processing

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Property Persistence in the Situation Calculus

Ryan F Kelly, Adrian R Pearce

Conference Proceedings  |  2007  |  Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07)

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Collaborative Inductive Logic Programming for Path Planning

Jian Huang, Adrian R Pearce

Conference Proceedings  |  2007  |  Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07)

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Distributed interactive learning in multi-agent systems

J Huang, AR Pearce

Conference Proceedings  |  2006  |  Proceedings of the 21st National Conference on Artificial Intelligence

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Distributed asynchronous clustering for self-organisation of wireless sensor networks

Peter Hebden, Adrian R Pearce

Conference Proceedings  |  2006  |  Proceedings of the 4th International Conference on Intelligent Sensing and Information Processing

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A multi-stage graph decomposition algorithm for distributed constraint optimisation

Terence H-W Law, Adrian R Pearce

Conference Proceedings  |  2006  |  Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology

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Towards high-level programming for distributed problem solving

Ryan F Kelly, Adrian R Pearce

Conference Proceedings  |  2006  |  Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology

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Data-centric routing using bloom filters in wireless sensor networks

Peter Hebden, Adrian R Pearce

Conference Proceedings  |  2006  |  Proceedings of the Fourth International Conference on Intelligent Sensing and Information Processing

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Toward inductive logic programming for collaborative problem solving

Jian Huang, Adrian R Pearce

Conference Proceedings  |  2006  |  Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology

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Bloom filters for data aggregation and discovery: a hierarchical clustering approach

P Hebden, AR Pearce

Conference Proceedings  |  2005  |  Proceedings of the Intelligent Sensors, Sensor Networks & Information Processing Conference

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From single static to multiple dynamic combinatorial auctions

D Perugini, D Lambert, L Sterling, A Pearce

Conference Proceedings  |  2005  |  Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology

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Agent-based global transportation scheduling in military logistics

D Perugini, D Lambert, L Sterling, A Pearce

Conference Proceedings  |  2004  |  Proceedings of the Third International Joint Conference on Autonomous Agents & Multi Agent Systems

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Adaptive teamwork coordination using graph matching over hierarchical intentional structures

S Soon, A Pearce, M Noble

Conference Proceedings  |  2004  |  Proceedings of the Third International Joint Conference on Autonomous Agents & Multi Agent Systems

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A teamwork coordination strategy using hierarchical role relationship matching

S Soon, A Pearce, M Noble

Conference Proceedings  |  2004  |  Agents and Computational Autonomy: Potential, Risks, and Solutions

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Modelling the Collaborative Mission Planning Process using Dynamic Teamwork Structures

S Soon, A Pearce, M Noble

Conference Proceedings  |  2003  |  Proceedings of the Second International Joint Conference on Autonomous Agents and Multiagent Systems

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Multiple hypotheses situation assessment

TC Ly, S Greenhill, S Venkatesh, A Pearce

Conference Proceedings  |  2003  |  Proceedings of the Sixth International Conference on Information Fusion

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Towards reuse in agent oriented information systems: The importance of being purposive

S Goss, C Heinze, M Papasimeon, A Pearce, L Sterling

Conference Proceedings  |  2003  |  Agent-Oriented Information Systems

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Agents in Logistics Planning - Experiences with the Coalition Agents Experiment Project

D PERUGINI, D PERUGINI, S WARK, A ZSCHORN, D LAMBERT, LS STERLING, AR PEARCE

Conference Proceedings  |  2003  |  Agents at Work: Deployed Applications of Autonomous Agents and Multi-Agent Systems

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"What is an agent and why should I care?"

T Menzies, A Pearce, C Heinze, S Goss

Conference Proceedings  |  2003  |  Formal Approaches to Agent-Based Systems

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A distributed agent approach to global transportation scheduling

D Perugini, D Lambert, L Sterling, A Pearce

Conference Proceedings  |  2003  |  Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology

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Situation Description Language (SDL)

S Greenhill, S Venkatesh, A PEARCE, T Ly

Software / Code  |  2003

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Learning Action Plans in a Virtual Environment

S GOSS, AR PEARCE

Book Chapter  |  2003

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Distributed information fusion agents

D Perugini, D Lambert, L Sterling, A Pearce

Conference Proceedings  |  2003  |  Proceedings of the Sixth International Conference on Information Fusion

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Situation Description Language

S Greenhill, S Venkatesh, A PEARCE, T Ly

Report  |  2002

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ROADMAP: Extending the Gaia methodology for complex open systems

T Juan, A Pearce, L Sterling

Conference Proceedings  |  2002  |  Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems

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Agents for military logistic planning

D PERUGINI, D LAMBERT, LS STERLING, AR PEARCE

Conference Proceedings  |  2002  |  Proceedings of the ECAI-02 Workshop

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Rescue-model: A multi-agent simulation of bushfire disaster management

G Au, S Goss, C Heinze, AR Pearce

Conference Proceedings  |  2001  |  RoboCup 2000: Robot Soccer World Cup IV

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Designing perception modules to shape information for agents

C Heinze, A Pearce, L Sterling, S Goss

Conference Proceedings  |  2001  |  Lecture Notes in Computer Science

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Reconstructing mental object representations: A machine vision approach to human visual recognition

E Osman, AR Pearce, M Juttner, I Rentschler

Journal article  |  2000  |  Spatial Vision

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Enabling perception for plan recognition in multi-agent air mission simulations

AR Pearce, C Heinze, S Goss

Conference Proceedings  |  2000  |  Proceedings Fourth International Conference on MultiAgent Systems

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Interactively matching hand-drawings using induction

AR Pearce, T Caelli

Journal article  |  1999  |  Computer Vision and Image Understanding

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The CLARET algorithm

AR Pearce, T Caelli

Conference Proceedings  |  1998  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Relational Evidence Theory and Interpreting Schematics

AR Pearce, T Caelli

Book Chapter  |  1997

In this groundbreaking new volume, computer researchers discuss the development of technologies and specific systems that can inte..

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Schematic recognition and the CLARET consolidated learning algorithm

A Pearce, T Caelli

Conference Proceedings  |  1997  |  International Conference on Knowledge-Based Intelligent Electronic Systems, Proceedings, KES

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On learning spatio-temporal relational structures in two different domains

AR Pearce, T Caelli, S Goss

Conference Proceedings  |  1997  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Adaptive curvature-based topography for learning symbolic descriptions of terrain maps

AR Pearce, T Caelli, S Goss

Conference Proceedings  |  1997  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Adaptive curvature-based topography for learning symbolic descriptions of terrain maps

AR Pearce, T Caelli, S Goss

Conference Proceedings  |  1997  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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RULEGRAPHS FOR GRAPH MATCHING IN PATTERN-RECOGNITION

A PEARCE, T CAELLI, WF BISCHOF

Journal article  |  1994  |  Pattern Recognition

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LEARNING RELATIONAL STRUCTURES - APPLICATIONS IN COMPUTER VISION

AR PEARCE, T CAELLI, WF BISCHOF

Journal article  |  1994  |  Applied Intelligence

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Scholarly Works

Keyword Analysis

Computer Software and Services
Artificial Intelligence and Image Processing
Artificial Intelligence and Signal and Image Processing
Computer Software
Expanding Knowledge
Defence
Information Systems
Computation Theory and Mathematics
Numerical and Computational Mathematics
Aerospace Engineering

Honours, Awards and Fellowships

2017

Excellence in Research Leadership Award, The University of Melbourne

The University of Melbourne
2016

Sequencing Operator Counts

Sister Conference Best Paper, International Joint Conference on Artificial Intelligence (IJCAI-16)
2015

Future Academic Leaders Program, The University of Melbourne
2015

Sequencing Operator Counts

Outstanding (Best) Paper Award, International Conference on Automated Planning and Scheduling (ICAPS 2015)
2015

Department of Computing and Information Systems

Excellence in Research Leadership Award, The University of Melbourne
2009

Visiting Research Fellowship Award

The University of Rome, `La Sapienza'
2008

PhD student Ryan Kelly nominated for Universities Chancellor's Award & Australasian Distinguished Dissertation Award (CORE)

The University of Melbourne
2008

Best Program Committee Member Award, International Conference of Autonomous Agents and Multiagent Systems

International Foundation for Autonomous Agents and Multiagent Systems
2007

Teaching Commendation, Department of Computer Science and Software Engineering, The Melbourne School of Engineering

The University of Melbourne
2002

Team advisor for agent programming for ROBOCUP Soccer entry, winning fourth place in small-sized (F180) robot league at Fukuoka, Japan

The Robocup Federation
2000

Visiting Research Fellowship

Max Planck Institute for Medical Research
1992

Graduate Scholarship

Australian Postgraduate Research Award (APA)

12

Awards

Credentials

Positions

Professor

Computing And Information Systems

Macs Pcp

Australian Computer Society

Member

American Association for Artificial Intelligence (AAAI)

Member

American Association for Computing Machinery (ACM)

Member

Institute of Electrical and Electronics Engineers (IEEE)

Member

IEEE Computer Society

Education

Doctor of Philosophy (Computer Science)

Curtin University of Technology

Bachelor of Science (Hons First Class) (Computer Science)

University of Melbourne

Links