Monday, October 13th @ Global Learning Center Room 222

Time Talk/Activity Authors/Speaker
8:30amRegistration and Check-In
9:00amOpening RemarksChristopher J. MacLellan
9:30amTackling the Pretty Hard Problem: Could Robots Have Human-Like Consciousness? Lenhart Schubert
10:00amToward an Architecture for Robots in the Era of Foundation Models Mohan Sridharan
10:30amCoffee and Snack Break
11:00amThe STAR Cognitive Cycle in Context: A Comparative Analysis of 44 Cognitive Architectures Iuliia Kotseruba & John Tsotsos
11:30amExplaining Robustness to Catastrophic Forgetting Through Incremental Concept Formation Nicki Barari, Christopher J. MacLellan, & Edward Kim
Noon
Catered Lunch @ GLC Atrium

1:30pmIntegrating Symbolic Natural Language Understanding and Language Models for Word Sense Disambiguation Kexin Zhao & Kenneth Forbus
2:00pmHierarchical Semantic Retrieval with Cobweb Anant Gupta, Karthik Singaravadivelan, & Zekun Wang
2:30pmAutomated Formalization of William Shakespeare's Venus and Adonis Using Large Language Models Andrew Gordon
3:00pmCoffee and Snack Break
3:30pmInvited Talk: Task Analysis by Problem Solving (TAPS): A Method to Identify What Cognitive Systems (and Humans) Need to KnowRichard Catrambone
4:00pmUnderstanding Written Procedures Gary Borchardt, Sue Felshin, Boris Katz, & Pat Langley
4:30pmLLM-Augmented Incremental Language Parsing for Robotic Agents Mitchell Abrams, Thies Oelerich, & Matthias Scheutz
5:00pmWalk to Poster Session @ Technology Square Research Building (TSRB) first floor event space
5:30pm - 7:00pm Posters
R-HTN: Rebellious Online HTN Planning for Safety and Game AI Hector Munoz-Avila, David W. Aha, & Paola Rizzo
Do as I Say, Not as I Do: The Role of LLMs in Open World Agents William Ferguson, Marshall Brinn, Allyson Beach, & Aaron Adler
Generative Example-Driven Error Mining Constantine Nakos, Walker Demel, & Kenneth Forbus
Classical AI vs. LLMs for Decision-Maker Alignment in Health Insurance Choices Mallika Mainali, Harsha Sureshbabu, Anik Sen, Christopher B Rauch, John Meyer, JT Turner, Michael W. Floyd, Matthew Molineaux, & Rosina Weber
Inference of Abstraction for Grounded Predicate Logic Hiroyuki Kido
A Data-Transparent Probabilistic Model of Temporal Propositional Abstraction Hiroyuki Kido
Basic Categories in Vision Language Models: Expert Prompting Doesn't Grant Expertise Hunter Sawyer, Jesse Roberts, & Kyle Moore
Frame Semantics for Human-Robot Interaction Mitchell Abrams, Chris Bao, & Matthias Scheutz
Frame-Based Scene Understanding: Structured Representations for Introspective Perception in Autonomous Driving Li Liu, Leilani H. Gilpin
A View of the Restaurant Script Through the Lens of Hierarchical Planning Jamie Macbeth, Mak Roberts, Boming Zhang, Sharmin Badhan, Molly Neu, Tanush Garg, Mackie Zhou, Yining Hua, & Manushaqe Muco
Deliberate Planning in Language Models with Symbolic Representation Siheng Xiong, Zhangding Liu, Jieyu Zhou, & Yusen Su
Modeling the Viewpoint Theory of Mental Rotation Yeon Tae Chung, Vijay Marupudi, Siddhartha Krishna Vemuri, Athanassios Economou, & Sashank Varma
LLM-Augmented Symbolic NLU System for More Reliable Continuous Causal Statement Interpretation Xin Lian & Kenneth Forbus
Mindless Dialogue? A Critical Note on ToM and Communicative Generative Agents Effat Farhana
Building Trustworthy AI by Addressing its 16+2 Desiderata with Goal-Directed Commonsense Reasoning Alexis R. Tudor, Yankai Zeng, Huaduo Wang, Joaquín Arias, & Gopal Gupta
Toward Representing Emotions in the TalaMind Architecture Philip C. Jackson Jr.
Designing Nigiwai with Clauses: Embodiment via Tangible Communication on Three-Dimensional Cognitive Structures Kaira Sekiguchi, Yukio Ohsawa, & Sae Kondo
Follow My Lead: Logical Fallacy Classification with Knowledge-Augmented LLMs Peiyu Wang, Tashvi Bansal, Ryan Bai, Emily M. Chui, & Leilani H. Gilpin
Do LLMs Suppress Naïve Theories? Investigating Scientific Reasoning and Development in GPT-4o Sneh Gupta, Raj Shah, & Sashank Varma

Tuesday, October 14th @ Global Learning Center Room 222

Time Talk/Activity Authors/Speaker
9:00amFlexible Segmentation for Rule Learning over Object Representations in Abstract Visual Reasoning Johannes Langer & Ute Schmid
9:30amUnderstanding Diagrams with Explicit Intermediate Visual Representation Wangcheng Xu & Kenneth Forbus
10:00amA Neurodiversity-Inspired Solver for the Abstraction & Reasoning Corpus (ARC) Using Visual Imagery and Program Synthesis James Ainooson, Deepayan Sanyal, Joel Phillips Michelson, Yuan Yang, & Maithilee Kunda
10:30amCoffee and Snack Break
11:00am Herbert A. Simon Prize Lecture: Exploring Foundational Domains of Common Sense Recipient of theHerbert A. Simon Prize for Advances in Cognitive Systems: Benjamin Kuipers
Noon
Catered Lunch @ GLC Atrium

1:30pmInvited Talk: The Current State of AI Commonsense Reasoning And the Role of Cognitive ScienceErnest Davis
2:00pmThinking Together, Apart: Reasoning and Learning in Ad Hoc Teamwork Hasra Dodampegama & Mohan Sridharan
2:30pmHuman-Allied Relational Reinforcement Learning Fateme Golivand Darvishvand, Hikaru Shindo, Kristian Kersting, & Sriraam Natarajan
3:00pmCoffee and Snack Break
3:30pmAccumulated Expectations Improve Intelligent Agent Adaptation in Dynamic Environments Paola Rizzo, Hector Munoz-Avila, & David W. Aha
4:00pmInstruction-Based Self-Supervised Online Training of the Perceptual Subsystem of a Cognitive Robotic Architecture Sarah Schneider, Evan Krause, Danie Soukup, & Matthias Scheutz
4:00pmPursuing Actionable Perception Interpretation in Cognitive Robotic Systems Marjorie McShane, Sergie Nirenburg, Jesse English, & Sanjay Oruganti
5:00pmBreak and Walk to Reception @ Tech Square ATL
6:00 - 9:00pm
Reception @ Tech Square ATL

Wednesday, October 15th @ Global Learning Center Room 222

Time Talk/Activity Authors/Speaker
9:00amCORGI: Efficient Pattern Matching With Quadratic Guarantees Daniel Weitekamp
9:30amA Neurosymbolic Fast and Slow Architecture for Graph Coloring Vedant Khandelwal, Vishal Pallagani, Biplav Srivastava, & Francesca Rossi
10:00amMulti-Turn Opinion Dynamics Simulation Nitish Talekar & Arnav Jhala
10:30pmCoffee and Snack Break
11:00amOnline Learning of HTN Methods for integrated LLM HTN Planning Yuesheng Xu & Hector Munoz-Avila
11:30amL.E.A.R.N: A Hybrid Architecture For Language-Guided Induction of Hierarchical Task Networks Glen Smith & Christopher J. MacLellan
NoonLunch @ GLC Atrium
1:30pmA Qualitative Comparative Evaluation of Cognitive and Generative Theories Paul Rosenbloom
2:00pmInvited Talk: LLMs and Symbolic Architectures: Complementary Roles in CognitionB. Chandrasekaran
2:30pmPanel Discussion: "Agentic" AI and Cognitive SystemsWilliam Ferguson, B. Chandrasekaran, Robert Wray, & Sergei Nirenburg
3:00pmCoffee and Snack Break
3:00pmAn Ecosystem for Scalable Symbolic Modeling in Neurosymbolic AI; or Shapes of Cognition Marjorie McShane, Sergei Nirenburg, Sanjay Oruganti, & Jesse English
3:30pmConcepts and Chunks in Cognitive Systems Pat Langley
4:30pmConcluding Remarks
5:00pmConference Ends
Saving...