Intelligent Systems - cs.rmit.edu.au · PDF fileVic Evolutionary computing Evolutioinary ......
Transcript of Intelligent Systems - cs.rmit.edu.au · PDF fileVic Evolutionary computing Evolutioinary ......
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RMIT University Slide 1
Intelligent Systems9 academic staff
4 research staff
~20 PhD students
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RMIT University Slide 2
Two main subgroupsIntelligent Agents Group
Evolutionary Computation and Machine Learning Group
Lin JohnSebastian LawrenceFabio
Vic Xiaodong Andy
Sarah Dave Steven Wilson
Ken
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RMIT University Slide 3
Interest Areas (Agents)LinSimulationAgent S.E.Agent Reasoning
JohnAgent S.E.Agent Reasoning
SebastianAgent ReasoningKnowledge Rep.Planning
FabioGames and A.I.Interactive simulationVirtual characters
LawrenceDialogue systemsKnowledge Rep.Virtual characters
SarahSimulationPlanning
DaveSimulation
StevenKnowledge Rep.Agent Reasoning
WilsonOntologiesDialogues systems
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RMIT University Slide 4
Interest Areas (ECML)
XiaodongMulti-objective optimisationNeural networksEvolutionary computingVic
Evolutioinary ArtImage recognitionMachine Learning
AndyImage recognitionMachine Learning
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RMIT University Slide 5
Funded Projects• Simulation framework for climate change adaptation:
– Framework supporting modular components
– Bushfire evacuation simulation
– CBD retrofitting for climate change adaptation
Cross disciplinary with social scientists
Discovery project; NCCARF project (Lin, Sarah, Dave, Fabio)
• Indicators for planning and monitoring sustainability
– Ontologies, indicator sets (James Thom, ISAR)
– Agent based system support (Lin …)
– Social science theory and practice (Global Cities Institute)
Cross disciplinary, led by social scientist;
Linkage project, multiple partners.
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RMIT University Slide 6
Funded Projects (ctd)•
Reasoning about agent intentions:
–What should the agent do next
–Are there conflicts or synergies
– Do intentions need to be modified and how
Discovery project; (Lin, Sebastian, John, Steven)
•Intelligent Toy
– Dialogue interface with child
–Engagement and personality
Close industry collaboration; Linkage projects (1 ending, 1 starting, 1 to be submitted) (Lin, Lawrence, Fabio, John, Wilson)
•Automated Testing:
Linkage grant – may not go ahead
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RMIT University Slide 7
Unfunded Projects • Evolutionary Art
– Vic
• Multi-Objective Optimisation
– Xiaodong
• Agent Programming competition
– Sebastian
• Prometheus Design Tool
– Lin and John
• Image recognition
– Andy and Vic
• Game development with AI support
– Fabio
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RMIT University Slide 8
Courses● Artificial Intelligence (UG)● Selected Topics in AI● Intelligent Agents and Agent Systems● Agent Oriented Prog. And Design● Evolutionary Computing● Intelligent Web Systems● AI and Games