Papers Organized By Topic

Links to sessions in the schedule follow each talk listed below.

Cognitive Architecture, Goal Reasoning and Adaptation

• Computational Metacognition.
  Michael Cox, Zahiduddin Mohammad, Sravya Kondrakunta, Venkatsampath Raja Gogineni, Dustin Dannenhauer and Othalia Larue. Session 8

• The Rational Selection of Goal Operations and the Integration of Search Strategies with Goal-Driven Autonomy.
  Sravya Kondrakunta, Venkatsampath Raja Gogineni, Michael Cox, Demetris Coleman, Xiabao Tan, Tony Lin, Mengxue Hou, Fumin Zhang, Frank McQuarrie and Catherine Edwards. Session 8

• An Analysis and Comparison of ACT-R and Soar.
  John Laird. Session 1

• Towards a Cognitive Model of Collaborative Memory.
  Willa Mannering, Suparna Rajaram and Michael Jones. Session 6

• OpenMIND: Planning and Adapting in Domains with Novelty.
  David Musliner, Michael Pelican, Matthew McLure, Steven Johnston, Richard Freedman and Corey Knutson. Session 4

• An Initial Description of Capabilities and Constraints for Designing a Computational Auditory System (an Artificial Ear) for Cognitive Architectures .
  Frank Ritter, Mathieu Brener and Jeffrey Bolkhovsky. Session 10

• Deep Goal Reasoning: An Analysis.
  Weihang Yuan and Hector Munoz-Avila. Session 1

Reasoning and Problem Solving

• Operationalizing Tactical Representations.
  Thomas Hinrichs and Kenneth Forbus. Session 3

• Hierarchical Problem Networks for Knowledge-Based Planning.
  Pat Langley and Howard Shrobe. Session 2

• Scaling Challenges in Explanatory Reasoning.
  Pat Langley and Mohan Sridharan. Session 1

• Scales and Hedges in a Logic with Analogous Semantics.
  Hedda R. Schmidtke and Sara Coelho. Session 2

• Physical Reasoning in an Open World.
  Zhuoran Zeng and Ernest Davis. Session 7

• Task Modifiers for HTN Planning and Acting.
  Weihang Yuan, Hector Munoz-Avila, Venkatsampath Gogineni, Sravya Kondrakunta, Michael Cox and Lifang He. Session 7

Learning

• Self-directed Learning of Action Models using Exploratory Planning.
  Dustin Dannenhauer, Matthew Molineaux, Michael Floyd, Noah Reifsnyder Reifsnyder and David Aha. Session 8

• Signature Entrenchment and Conceptual Changes in Automated Theory Repair.
  Xue Li, Alan Bundy and Eugene Philalithis. Session 3

• Active Observer Visual Problem-Solving Methods are Dynamically Hypothesized, Deployed and Tested.
  Markus Solbach and John Tsotsos. Session 9

Language

• Lensing Machines: Representing Perspective in Latent Variable Models.
  Karthik Dinakar and Henry Lieberman. Session 7

• From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach.
  Scott Friedman, Ian Magnusson, Vasanth Sarathy and Sonja Schmer-Galunder. Session 3

• Knowledge Engineering in the Long Game of Artificial Intelligence: The Case of Speech Acts.
  Marjorie McShane, Jesse English and Sergei Nirenburg. Session 5

• Language Generation for Broad-Coverage, Explainable Cognitive Systems.
  Marjorie McShane and Ivan Leon. Session 7

• Learning Norms via Natural Language Teachings.
  Taylor Olson and Kenneth Forbus. Session 4

• An explainability analysis of a sentiment prediction task using a transformer-based attention filter.
  Neşet Özkan Tan, Joshua Bensemann, Diana Benavides-Prado, Yang Chen, Mark Gahegan, Lia Lee, Alex Yuxuan Peng, Patricia Riddle and Michael Witbrock. Session 7

• Language Models as a Knowledge Source for Cognitive Agents.
  Robert Wray, James Kirk and John Laird. Session 5

• Finding Trolls Under Bridges: Preliminary Work on a Motif Detector.
  W. Victor H. Yarlott, Armando Ochoa, Anurag Acharya, Laurel Bobrow, Diego Castro Estrada, Diana Gomez, Joan Zheng, David McDonald, Chris Miller and Mark Finlayson. Session 7

Perception and Emotion

• A System for Image Understanding using Sensemaking and Narrative.
  Zev Battad and Mei Si. Session 10

• Convolutional Cobweb: A Model of Incremental Learning from 2D Images.
  Christopher Maclellan and Harshil Thakur. Session 10

• The Impact of Partner Expressions on Felt Emotion in the Iterated Prisoner’s Dilemma: An Event-level Analysis.
  Maria Angelika-Nikita, Celso de Melo, Kazunori Terada, Gale Lucas and Jonathan Gratch. Session 6

Analogy

• A Computational Perspective on Some Cognitive Illusions.
  Kenneth Forbus. Session 10

• Structural Alignment as an Abductive Integer Linear Programming Problem.
  Clifton McFate. Session 10

• Automatic Item Generation of Figural Analogy Problems: A Review and Outlook.
  Yuan Yang, Deepayan Sanyal, Joel Michelson, James Ainooson and Maithilee Kunda. Session 10