Program
Thinking Fast and Slow and Other Cognitive Theories in AI
AAAI 2022 Fall Symposium
All AAAI 2022 Fall Symposia are taking part as in-person events.
Registration
AAAI 2022 Fall Symposia Series registration is now open: https://aaai.org/Symposia/Fall/fss22.php
Proceedings
Proceedings of the Symposium are available here.
Thursday, November 17
09:15 am - 09:30 am Introduction: 15 min. Francesca Rossi
09:30 am - 10:10 am Chair: Francesca Rossi
Long talk: 40 mins
Susan Epstein. Playing for More than the Win
10:10 am - 10:30 am Chair: Francesca Rossi
Fireside Chat with the Speaker
10:30 am - 11:00 am Coffee Break
11:00 am - 11:20 am Chair: Nicholas Mattei
1 talks: (15 mins + 5 mins Q&A) x1
Francesco Fabiano, Marianna Bergamaschi Ganapini, Lior Horesh, Andrea Loreggia, Keerthiram Murugesan, Vishal Pallagani, Francesca Rossi and Biplav Srivastava. Epistemic Planning in a Fast and Slow Setting
11:20 am - 12:30 pm Chair: Nicholas Mattei
Open mic session initiated by Expressions-of-Interest speakers: 50 mins
Aditya Johri. Culturally Situated Theories of Cognition for Artificial Intelligence (AI)
Adam Dahlgren Lindström, Wendy Mackay and Virginia Dignum. Thinking Fast and Slow in Human-Centered AI
Max Griffiths. Expression of interest: Thinking Fast and Slow and Other Cognitive Theories in AI
12:30 pm - 02:00 pm Lunch Break
02:30 pm - 03:10 pm Chair: Marianna B. Ganapini
Long talk: 40 mins.
Jason D'Cruz, William Kidder and Kush Varshney. The Empathy Gap: Why AI Can Forecast Behavior But Cannot Assess Trustworthiness
03:10 pm - 03:30 pm Chair: Marianna B. Ganapini
Fireside chat with the speaker
03:30 pm - 04:00 pm Coffee Break
04:00 pm - 04:40 pm Chair: Marianna B. Ganapini
2 talks: (15 mins + 5 mins Q&A) x2
Marianna Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jonathan Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava and Kristen Brent Venable. Combining Fast and Slow Thinking for Human-like and Efficient Navigation in Constrained Environments
Alessandro Umbrico, Amedeo Cesta, Francesca Fracasso, Andrea Orlandini and Gabriella Cortellessa. Shaping Cognitive Control for HRI through the Dual Process Theory
04:40 pm - 05:30 pm Chair: Marianna B. Ganapini
Open mic session initiated by Expressions-of-Interest speakers: 50 mins
Georgina Curto Rex. Thinking Fast and Slow in AI for Fairness Decision Making
Bogdana Rakova. Understanding Friction Between AI System 1 and System 2
06:00 pm - 07:00 pm Opening Reception
Friday, November 18
09:30 am - 10:10 am Chair: Biplav Srivastava
Long talk: 40 mins
Daniel Cunnington, Mark Law, Jorge Lobo and Alessandra Russo. Inductive Learning of Complex Knowledge from Raw Data
10:10 am - 10:30 am Chair: Biplav Srivastava
Fireside Chat with the Speaker
10:30 am - 11:00 am Coffee Break
11:00 am - 11:40 am Chair: Brent K. Venable
2 talks: (15 mins + 5 mins Q&A) x2
Aditya Gulati, Miguel Angel Lozano, Bruno Lepri and Nuria Oliver. BIASeD: Bringing Irrationality into Automated System Design
Christopher McClurg, Alan Wagner and Sarah Rajtmajer. Construal Level Theory for Agent-based Planning
11:40 am - 12:30 pm Chair: Brent K. Venable
Open mic session initiated by Expressions-of-Interest speakers: 50 mins
Minal Suresh Patil. Modelling Control Arguments via Cooperation Logic in Unforeseen Scenarios
Roman Barták. Are Models and Formal Reasoning Still Needed in AI?
Michael Maynord, Eadom Dessalene and Yiannis Aloimonos. Bridging the Symbol to Signal Gap with Feedback
12:30 pm - 02:00 pm Lunch Break
02:30 pm - 03:10 pm Chair: Nicholas Mattei
Long talk: 40 mins.
Breno William Carvalho, Luis Lamb and Artur D'Avilla Garcez. Graph-Based Neural Modules to Inspect Attention-Based Architectures, A Position Paper
03:10 pm - 03:30 pm Chair: Nicholas Mattei
Fireside Chat with the Speaker
03:30 pm - 04:00 pm Coffee Break
04:00 pm - 04:40 pm Chair: Luis Lamb
2 talks: (20 mins + 5 mins Q&A) x2
Brendan Conway-Smith and Robert West. System-1 and System-2 Realized within the Common Model of Cognition
Marion Roth, Stacy Marsella and Lawrence Barsalou. Cutting Corners in Theory of Mind
04:40 pm - 05:30 pm Chair: Luis Lamb
Open mic session initiated by Expressions-of-Interest speakers: 50 mins
Stefan Harrer. Integration of Assistive AI System 1 and System 2 Technology in Clinical, Human Decision-making Workflows: Capabilities, Coordination, and Adoption Hurdles
Ilya Kovalenko, James Moyne, Dawn Tilbury and Kira Barton. Applying Cognitive Theories in AI to Develop Control Strategies for Manufacturing Systems