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Student research projects

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59 Projects

Project namesort descending Area Theme
Async-Sync Learning System Human-Centred Computing Information
*NEW* Assurance of Self-driving Cars Machine Learning, Planning and Optimisation Intelligence
*NEW* High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
*NEW* How to enable robots to use tools Machine Learning, Planning and Optimisation, Robotics Intelligence
*NEW* Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
*NEW* Planning to Listen: Using Audio Feedback for Complex Manipulation Tasks under Uncertainty Machine Learning, Planning and Optimisation, Robotics Intelligence
3D Interaction Techniques for Immersive Data Engagement (May or may not run in 2020) Computer Vision, Human-Centred Computing, Machine Learning Computer Systems
Accelerating radiological path length calculations for intensity modulated radiotherapy treatments using parallel processing Algorithms, Human-Centred Computing, Software Engineering Computer Systems, Intelligence
Advanced Smart Buildings with Internet-of-Things and Privacy-Preserving Optimization Data Mining & Matching, Human-Centred Computing, Networked Systems, Planning and Optimisation Energy, Intelligence
Algorithms for Modal Types Logic, Programming Language Systems Theory
An Intelligent Learning Framework based on Knowledge Graphs Databases, Intelligent Agents, Machine Learning Theory
Analyzing Machine Learning Workloads on Contemporary Processors High Performance Computing, Machine Learning Computer Systems
Automated Reasoning for Situational Awareness Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Computer Systems
BA/MA Thesis: A systematic view on Complexity Results for Hierarchical Planning Algorithms, Intelligent Agents, Knowledge Representation & Reasoning, Planning and Optimisation Intelligence, Theory
Blockchain-based Decentralized Autonomous Organizations Algorithms, Networked Systems Computer Systems, Theory
Chapel on Accelerators High Performance Computing Computer Systems
Collaborative Computer Graphics Imaging for Augmented Scientific Discovery (May or may not run in 2020) Computer Vision, Human-Centred Computing, Machine Learning Computer Systems
Computational Alloy Design and Discovery Machine Learning Materials
Counter example guided planning in uncertain environments Planning and Optimisation Intelligence
Dark Patterns and Manipulative Design in Games Human-Centred Computing Computer Systems
Diagnosis of Hybrid Systems with Model-Checkers Planning and Optimisation Intelligence
Discovering Inconsistent Data in a Dynamic World Algorithms, Data Mining & Matching, Databases Theory
Dynamic Knowledge Tracing Knowledge Representation & Reasoning, Machine Learning
Entity Resolution: From Similarity to Patterns Data Mining & Matching, Databases, Machine Learning Theory
Evolutionary music making Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Extending a State-of-the-art Parallel Communication Algorithm High Performance Computing Computer Systems
Facial Expression Analysis in Video Games Computer Vision, Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation Planning and Optimisation Intelligence
Footy Cyber Dreaming Machine Learning Intelligence
Gameful Design and Gamification Human-Centred Computing Computer Systems
Graph Analytics Algorithms, Databases, Machine Learning Theory
Information Technology and the Propagation of Racism in the Australian Community Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Infrastructure and Techniques to Accelerate Operational Weather Codes on Next-generation Supercomputers High Performance Computing Computer Systems
Innovative Machine Intelligence and Cybersecurity Solutions to Safeguard the Patient Information Associated with a New Generation of Medical Devices Data Mining & Matching, Human-Centred Computing, Machine Learning, Networked Systems, Sensors, Signal Processing Computer Systems, Intelligence
Logical Reasoning for Linked Data Databases, Logic, Machine Learning Theory
Machine learning for video and image understanding Computer Vision, Intelligent Agents, Machine Learning Intelligence
Making 3D Scientific Applications Fault Tolerant High Performance Computing Computer Systems
Musical instruments that play along: ML for music generation, interaction, and performance Human-Centred Computing, Machine Learning Intelligence
Natural Language Processing for Mental Health Machine Learning Intelligence
Natural Language Processing for Small Languages Machine Learning Intelligence
New Interfaces for Musical Expression Audio & Acoustic Signal Processing, Human-Centred Computing, Sensors Computer Systems
On the Foundations of Inductive Reasoning (FIR) Intelligent Agents, Machine Learning Intelligence
Open Relation Extraction Machine Learning Intelligence
Peer-to-peer Sharing Economy for Energy and Transportation in Smart Cities Algorithms, Data Mining & Matching, Energy Storage, Intelligent Agents, Machine Learning, Planning and Optimisation Energy, Intelligence, Theory
PhD Project: Generating Abstract Plans in HTN Planning Algorithms, Knowledge Representation & Reasoning, Planning and Optimisation Intelligence, Theory
PhD Project: Various topics From Theory to Practice in Hierarchical Planning Algorithms, Human-Centred Computing, Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Intelligence
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems Planning and Optimisation Intelligence
Redirection for Pathfinding based on Compressed Path Database Planning and Optimisation Intelligence
Reinforcing Trial-based Heuristic Tree Search with Neural Networks Planning and Optimisation
Resilient Programming Models for One-Sided Communications High Performance Computing, Programming Language Systems Computer Systems

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