MI20-HLC

Programme

DAY 1: Sunday 23^rd October, Warren House

09:40	Welcome – Stephen Muggleton
	Session 1 - Learning and reasoning - Chair: Ian Apperly
09:50	Alan Bundy, University of Edinburgh, UK, “Representation change”
10:25	Nick Chater, University of Warwick, UK, “Virtual bargaining as theory of social Interaction and communication”
11:00	Coffee/Poster Session 1.1
11:20	Stephen Muggleton, Imperial College London, UK, “Human-machine learning”
11:55	Short Presentations 1 - Chair: Simon Colton "Computational creativity’s problems with problem-solving", Tarek Besold, Free University of Bozen-Bolzano "The dilemma of human-like collective systems", Sofia Ceppi, University of Edinburgh "Learning efficient programs", Andrew Cropper and Stephen Muggleton, Imperial College London "Logical vision: meta-interpretive learning for human-like vision", Wang-Zhou Dai , Stephen H. Muggleton , Alireza Tamaddoni-Nezhad and Zhi-Hua Zhou, Nanjing University and Imperial College London "Combining gameplay data with Monte Carlo tree search to emulate human play", Sam Devlin, Anastasija Anspoka, Nick Sephton, Peter Cowling, University of York "Seeking the human in human-like computing", Alan Dix, Talis and University of Birmingham "Preference learning with strength and active learning", Jonathan Downing, Steven Reece, Michael Osborne, Stephen Roberts, University of Oxford "Diversity-awareness – the key to human-like computing?", Michael Rovatsos, University of Edinburgh "Cognitive systems at the point of care: the CREDO program", John Fox, University of Oxford "Computational rationality for human-like computing", Andrew Howes, University of Birmingham
12:30	Lunch
	Session 2 - Creativity, development and perception - Chair: Nick Chater
14:00	Denis Mareschal, Birkbeck, University of London, UK, “Constraints on children’s learning across development”
14:35	Simon Colton, Goldsmiths College, UK, “Computational creativity in Human Society”
15:10	Tea/Poster Session 1.2
15:30	Ian Apperly, University of Birmingham, “Reasoning about mental states”
16:05	Panel discussion 1 - Chair: Alan Bundy
17:15	End of programme for day
17:45	Bus 1 to Cumberland Lodge
18:00	Bus 2 to Cumberland Lodge
18:30	Arrive at Cumberland Lodge
19:00	Drinks
19:45	Dinner

DAY 2: Monday 24th October, Cumberland Lodge

	Session 3 - Robotics, self and language - Chair: Ulrike Hahn
09:15	Claude Sammut, University of New South Wales, Australia, “Logic-based robotics”
09:50	Manos Tsakiris, Royal Holloway, University of London, UK, “The multisensory basis of the self”
10:25	Mark Steedman, University of Edinburgh, UK, “Computational linguistics and artificial intelligence”
11:00	Coffee
11:20	Gordon Brown, University of Warwick, “Human memory and timing”
11:55	Short Presentations 2 - Chair: Claude Sammut "Digital Mentors", Vania Dimitrova, University of Leeds "A Top-down Process for Human-like Everyday Analogical Reasoning", Frank Guerin, University of Aberdeen "Emulating Empathy For Educational Robots", Helen Hastie, Heriot-Watt University "Accountable Intelligence", Patrick Healey, Queen Mary University of London, Alan Bundy, University of Edinburgh "ARD: Accessible Reasoning with Diagrams ", Mateja Jamnik, University of Cambridge, Gem Stapleton, University of Brighton "Towards Ultra-Strong Machine Learning – Comprehensibility of Programs Learned with ILP", Tarek Besold, Stephen Muggleton, Ute Schmid, Alireza Tamaddoni-Nezhad, Christina Zeller, University of Bozen-Bolzano, Imperial College London, University of Bamberg "Learning how to learn: grounding word meanings through conversation with humans", Oliver Lemon, Arash Eshghi, and Yanchao Yu, Heriot-Watt University "Interacting Conceptual Spaces", Joe Bolt, Bob Coecke, Fabrizio Genovese, Martha Lewis, Dan Marsden, Robin Piedeleu, University of Oxford "Active Learning in Changing Environments", Nicolas Collignon, Christopher Lucas, University of Edinburgh "Human-like Function Learning and Transfer", Pablo Villagra, Christopher Lucas, University of Edinburgh "Inductive Learning of Human Behaviours", Alessandra Russo, Mark Law, Krysia Broda, Imperial College London
12:30	Lunch
	Session 4 - Social decisions, sense-making and programming - Chair: Mark Steedman
14:00	Amanda Seed, University of St Andrews, UK, “What cognitive mechanisms underpin social and physical problem-solving in non-verbal creatures? searching for the conceptual middle- ground”
14:35	Ulrike Hahn, Birkbeck, University of London, UK, “Lessons for Human Like Computing from Cognitive Modelling”
15:10	Tea/Poster Session 2.2
15:30	Stephen Payne, University of Bath, “Sensemaking”
16:05	Alex Polozov, University of Washington, USA, “Automated Program Synthesis”
16:40	Joshua Tenenbaum, Massachusetts Institute of Technology, USA, “Building machines that see, learn and think like people: Probabilistic programs and program induction”
17:15	Panel discussion 2 - Chair: Stephen Payne
17:50	End of programme for day
18:30	Banquet

DAY 3: Tuesday, 25th October, Cumberland Lodge

	Session 5 - Data, programming and reasoning - Chair: Stephen Muggleton
09:15	Pat Langley, ISLE California, “Intelligent Behavior in Humans and Machines”
09:50	Caroline Jay, University of Manchester, “Human-like software engineering”
10:25	Anthony Cohn, University of Leeds, UK, “Spatial reasoning”
11:00	Coffee/Poster Session 3.1
11:20	Yvonne Rogers, University College London, UK, “Human-Centred Data: Beyond AI”
11:55	Short Presentations 3 - Chair: Caroline Jay "Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and Knowledge", Artur d'Avila Garcez, City University London "Arguing to Support Human-like Computing", Nir Oren, University of Aberdeen "Helping Social Scientists to Collect and Understand Social Media Data", Jeff Pan, Stephen Muggleton and John Vargheese, University of Aberdeen and Imperial College London "Representations and Models for Collaboratively Intelligent Robots", Subramanian Ramamoorthy, University of Edinburgh "Towards human-like communication in machine learning applications", Peter Flach, University of Bristol "Argumentation-based Human-Machine Interaction", Francesca Toni, Imperial College London, UK "Towards Human-Like Holisitc Machine Perception of Speaker States and Traits", Yue Zhang and Bjoern Schuller, Imperial College London "Perception, Cognition, and Generation of Music: a Case for Human-Like Understanding of Temporal Structures", Tillman Weyde, City University London "The Information Dynamics of Thinking: a cognitive architecture for human creative cognition", Geraint A. Wiggins, Queen Mary University London
12:30	Lunch
14:00	Panel discussion 3 - Chair: Tony Cohn
14:15	Follow-up session involving EPSRC and ESRC - Chair: Nigel Birch
15:15	Tea/Poster Session 3.2
15:30	Closing announcements
16:00	Close of workshop

Programme

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