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Prof

Liz Sonenberg

Pvc Research Systems
Research and Enterprise
Computational modelling of Human problem solving
science & technology
technology
computer science
computer science, artificial intelligence
computer science, theory & methods
engineering
computer science, information systems
model
Liz Sonenberg's Profile Picture
Prof

Liz Sonenberg

 
Division
The University of Melbourne
 
Primary Interest
Multi-agent systems-collaboration and teamwork
Liz Sonenberg's Profile Picture
Prof

Liz Sonenberg

 
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Liz's  Short Profile
 

Projects

Displaying the 10 most recent projects from 21 for Liz Sonenberg.

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Explanatory AI for Maritime Domain Awareness

2019 - 2022
Active
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Explanation in Artificial Intelligence: A Human-Centred Approach

This project aims to produce validated methods for creating human-centred explanations of decisions made by artificial intelligence (AI). Tr..

2019 - 2022
Active
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A Computational Theory of Strategic Deception

This artificial project aims to develop a theory of strategic deception and test it through an Artificial Intelligence model. The project wi..

2018 - 2021
Active
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BUILDING COLLABORATIVE RESEARCH WITH A PARTICULAR FOCUS ON CARDIOVASCULAR HEALTH

2013 - 2017
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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THE AUSTRALIAN URBAN RESEARCH INFRASTRUCTURE NETWORK FOR THE EDUCATION INVESTMENT FUND

2010 - 2015
Completed
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Appropriate Health Diagnostic Tools for Developing Countries using Mobile Phones and Inexpensive Sensors

2011 - 2014
Completed
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Implicit Transmission of Embodied Culture

Is a culturally diverse, yet socially integrated community possible? In multicultural societies such as Australia, this is a pressing and si..

2010 - 2013
Completed
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APPROPRIATE HEALTH DIAGNOSTIC TOOLS FOR DEVELOPING COUNTRIES USING MOBILE PHONES AND INEXPENSIVE SENSORS (TR 1F)

2011 - 2013
Completed
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Cross-Community Information Systems: Understanding Technology-Practice Fit in Healthcare

This project addresses unsolved issues of usability of e-health information systems across diverse stakeholder communities that need to coor..

2008 - 2012
Completed

21

Projects

Project Types

13

Research Grant

7

Research Contracts

1

Internal Research Grant

Scholarly Works

Displaying the 10 most recent scholarly works from 143 for Liz Sonenberg.

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Modeling communication of collaborative multiagent system under epistemic planning

Abeer Alshehri, Tim Miller, Liz Sonenberg

Journal article  |  2021  |  INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

In most multiagent applications, communication is essential among agents to coordinate their actions and achieve their goals. Howe..

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Designing Multi-Agent System Organisations for Flexible Runtime Behaviour

Kathleen Keogh, Liz Sonenberg

Journal article  |  2020  |  APPLIED SCIENCES-BASEL

We address the challenge of multi-agent system (MAS) design for organisations of agents acting in dynamic and uncertain environmen..

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Combining gaze and AI planning for online human intention recognition

R Singh, T Miller, J Newn, E Velloso, F Vetere, L Sonenberg

Journal article  |  2020  |  Artificial Intelligence

Intention recognition is the process of using behavioural cues, such as deliberative actions, eye gaze, and gestures, to infer an ..

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Demand-Driven Transparency for Monitoring Intelligent Agents

Mor Vered, Piers Howe, Tim Miller, Liz Sonenberg, Eduardo Velloso

Journal article  |  2020  |  IEEE Transactions on Human-Machine Systems

In autonomous multiagent or multirobotic systems, the ability to quickly and accurately respond to threats and uncertainties is im..

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Explainable reinforcement learning through a causal lens

P Madumal, T Miller, L Sonenberg, F Vetere

Journal article  |  2020  |  AAAI 2020 - 34th AAAI Conference on Artificial Intelligence

Prominent theories in cognitive science propose that humans understand and represent the knowledge of the world through causal rel..

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The Case for Teamwork

Philip R Cohen, Barbara J Grosz, Candace L Sidner, Liz Sonenberg

Journal article  |  2019  |  AI MAGAZINE

We were delighted to see No AI Is an Island: The Case for Teaming Intelligence highlighted in the latest AI Magazine. The case for..

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Formalizing tool use in intelligent environments

Daghan L Acay, Liz Sonenberg, Gil Tidhar

Journal article  |  2019  |  JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING

A concept of capability in multi-agent systems that incorporates a notion of tools that are available to an agent in the environme..

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A Grounded Interaction Protocol for Explainable Artificial Intelligence

Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere

Conference Proceedings  |  2019  |  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

Explainable Artificial Intelligence (XAI) systems need to include an explanation model to communicate the internal decisions, beha..

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Foreword

L Sonenberg

Book Chapter  |  2018

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Combining Planning with Gaze for Online Human Intention Recognition

Ronal Singh, Tim Miller, Joshua Newn, Liz Sonenberg, Eduardo Velloso, Frank Vetere

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

Intention recognition is the process of using behavioural cues to infer an agent's goals or future behaviour. People use many beha..

143

Scholarly Works

Keyword Analysis

Artificial Intelligence
Information Systems, Technologies and Services
Expanding Knowledge
Human-Centred Computing
Information Systems
Other Information and Communication Services
Cognitive and Computational Psychology
Health Services and Systems
Linguistics
Other Health

News

Displaying the 1 most recent news article from 1 for Liz Sonenberg.

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Drones, they’ll change the way we live

Liz Sonenberg, Dongryeol Ryu, Sigfredo Fuentes

Imagine a world where your coffee flew in every morning direct to your desk. Where online orders arrived on the doorstep courtesy a robotic ..

September 24, 2015
pursuit Article

1

News Articles

Honours, Awards and Fellowships

2020

Australasian AI Awards: 2020 Distinguished Research Contribution https://australasian.ai/awards

Australasian AI ---- ACS National AI Committee

1

Award

Credentials

Positions

Graduate

Australian Institute of Company Directors

Education

Graduate Diploma in Computing Studies

University of Melbourne

Doctor of Philosophy

Monash University

Bachelor of Science

Monash University

Links

International Linkages

Utrecht University

Netherlands

Delft University of Technology

Netherlands