Papers Organized By Topic

Cognitive Architecture and Modeling

• Cognitive Modeling of Interpretations of Representations (Long)
  Aaron Stockdill, Grecia Garcia Garcia, Peter Cheng, Daniel Raggi and Mateja Jamnik
  Keywords: representations, cognition, interpretation, schemas

• Representing Motivation in a Simple Perceptual and Motor Coordination Task based on a Goal Activation Mechanism (Long)
  Jumpei Nishikawa, Kazuma Nagashima, Ryo Yoneda, Junya Morita and Tetsuya Terada
  Keywords: ACT-R, cognitive resource, cog arch, motivation, goal reasoning

• An Integrated Architecture for Common Ground in Collaboration (Short)
  Christopher Geib, Denson George, Baber Khalid, Richard Magnotti and Matthew Stone
  Keywords: plan recognition, dialogue, common ground, teamwork

• Framework for a multi-dimensional test of theory of mind for humans and AI systems (Short)
  Caoimhe Harrington Stack, Sarah Myers, Effat Farhana, Aviv Roskes, Xinyu Shen, Simeng Zhao, Angela Maliakal, Roxanne Rashedi, Joel Michelson and Maithilee Kunda
  Keywords: psychometric assessment, social cognition, visual question answering, vision, scene comprehension, theory of mind, autism spectrum

• Motion Planning and Continuous Control in a Unified Cognitive Architecture (Short)
  Pat Langley and Edward Katz
  Keywords: cognitive architecture, control system, mental simulation, motion planning, robotics

Intention, Goal Reasoning and Metacognition

• Agent Goal Management using Goal Operations (Long)
  Sravya Kondrakunta, Venkatsampath Raja Gogineni and Michael Cox
  Keywords: goal reasoning, goal operations, cognition, meta-cognition

• Taking the Intentional Stance Seriously: A Guide to Progress in Artificial Intelligence (Long)
  Will Bridewell
  Keywords: intentionality, intention, scientific methodology, apophatic science

• Diasynchronic Logic (Short)
  Justin Brody and Don Perlis
  Keywords: logic, meta-cognition, self-reference

• Real-Time Metacognition and Applications (Short)
  Matthew D. Goldberg and Donald Perlis
  Keywords: logic, metacog, active logic, commonsense reasoning, nonmonotonic reasoning, default reasoning

• Detecting and Accommodating Novel Types and Concepts in an Embodied Simulation Environment (Short)
  Nikhil Krishnaswamy and Sadaf Ghaffari
  Keywords: metacog, embodied simulation, transfer learning, metacognition, voxml

• Multi-agent Goal Delegation Using Theory of Mind (Poster)
  Venkatsampath Raja Gogineni, Sravya Kondrakunta and Michael Cox
  Keywords: planning, theory of mind, goal reasoning, goal driven autonomy, autonomous agents, multi-agent systems

• Transforming Environments to Evaluate Agent Adaptation (Poster)
  Dustin Dannenhauer, Noah Reifsnyder, Aj Regester and Matthew Molineaux
  Keywords: planning, goal reasoning, transformed environments, agent based systems, agent adaption

Learning, Inference and Analogy

• Ontology Knowledge-enhanced In-Context Learning for Action-Effect Prediction (Long)
  Fangjun Li, David C. Hogg and Anthony G. Cohn
  Keywords: in-context learning, few-shot learning, commonsense reasoning, language models, prompt engineering, knowledge, ontology

• Conclusion-Verified Analogical Schema Induction (Long)
  Joseph Blass and Kenneth Forbus
  Keywords: Analogy, Concept Learning, Analogical Generalization, Supervised Learning, Legal Reasoning

• Deductive Reasoning with Incomplete Knowledge via Repeated Analogies (Short)
  Jason Wilson, Lissangel Martinez and Irina Rabkina
  Keywords: analogy, logic, deductive reasoning, non-monotonic reasoning, structure mapping

• Learning from Single and Multi-human intelligence via Cognitive and Reinforcement Learning (Short)
  Aadhar Gupta, Mahavir Dabas, Shashank Uttrani and Varun Dutt
  Keywords: reinforcement learning, deep Q-learning, instance-based learning, ACT-R

• Towards an Artificial, General Episodic Memory via Learning in Noisy, Perceptually-Aliased Environments (Poster)
  Andrew Nuxoll, Braeden Lane, Connor Morgan, Kai Vickers and Max Woods
  Keywords: episodic memory, perceptual aliasing, noisy sensors, episodic learning

• Visual Inference Using Homology of Human and Machine Vision Systems (Poster)
  Jacob Morosco and Yuchou Chang
  Keywords: vision, homology of human and machine vision systems, visual inference, dot language, COCO dataset,

Knowledge Representation and Reasoning

• Benchmark based Vitality of Axioms and Preconditions for Datalog Theory Repair (Short)
  Xue Li, Alan Bundy and Ruiqi Zhu
  Keywords: knowledge representation, logic, automated reasoning, preference

• Contextualized Access to Large-Scale Domain Knowledge for Qualitative Modeling (Poster)
  Sungeun An, Jennifer Hammock, Spencer Rugaber and Ashok Goel
  Keywords: qualitative modeling, conceptual model, agent-based simulation, ecology, domain knowledge

• Knowledge Representation Integrating Conditional Probabilities, Context Logic, and Primitives (Poster)
  Robert L. Kirby and Robert L. Kirby
  Keywords: knowledge representation, conditional probability estimates, closure logic, primitives

• Portals and Spaces: An Egocentric Knowledge Representation for Reasoning About Actions and its Implementation (Poster)
  Christopher Geib, Jeffrey Rye and Vasanth Sarathy
  Keywords: Knowledge Representation, Reasoning, plan recognition, spatial representations, robotics

• Learning a More Efficient Backward-Chaining Reasoner (Poster)
  Alex Arnold and Jeff Heflin
  Keywords: horn logic, meta-reasoning, neuro-symbolic, neural network

Learning/Inference with Language Models

• Efficient Induction of Language Models Via Probabilistic Concept Formation (Long)
  Christopher Maclellan, Peter Matsakis and Pat Langley
  Keywords: concept formation, language model, human-like learning

• A Neuro-Symbolic Cognitive System for Intuitive Argumentation (Long)
  Vasanth Sarathy, Mark Burstein, Scott Friedman, Robert Bobrow and Ugur Kuter
  Keywords: argumentation, reasoning, language models, prompt design

• Getting Help from the Neighborhood: Local Semantic Averaging for Commonsense Inference in Language Models (Long)
  Claire Yin, Pedro Colon-Hernandez and Henry Lieberman
  Keywords: machine learning, commonsense inference, language models, knowledge graphs, relational graph, transformers, semantic knowledge

• Interleaving a Symbolic Story Generator with a Neural Network-Based Large Language Model (Short)
  Jamie Macbeth, Alexis Kilayko, Matthew Klenk, Scott Carter, Katharine Sieck, Zoie Zhao, Jingwen Xiang, Megan McKenzie and Mackie Zhou
  Keywords: story generation, natural language generation, neural-symbolic systems, large language models

• Improving Language Model Prompting in Support of Semi-autonomous Task Learning (Poster)
  James Kirk, Robert Wray, Peter Lindes and John Laird
  Keywords: language models, cog arch, prompting, online task learning, cognitive architectures

Natural Language Understanding

• A Discourse Interpretation Engine Sensitive to Truth Revisions in a Story (Short)
  Pablo Gervás
  Keywords: discourse interpretation, truth revision, narrative

• A Framework for Interactive Natural Language Debugging (Short)
  Constantine Nakos, Mukundan Kuthalam and Kenneth Forbus
  Keywords: natural language understanding, natural language debugging, model-based diagnosis

• Script Combination for Enhanced Story Understanding and Story Generation Systems (Poster)
  Jamie Macbeth, Alexis Kilayko, Megan McKenzie, Matt Klenk, Scott Carter and Kate Sieck
  Keywords: natural language understanding, story understanding, scripts, knowledge representation

• Asking Language Models to Explain Pronoun-Ambiguous Sentences (Poster)
  Yida Xin, Henry Lieberman and Pedro Colon-Hernandez
  Keywords: natural language understanding and generation, common sense and qualitative modeling, conceptual inference and reasoning

Decision Making and Problem Solving

• Dynamic Discounting in Decision-Making (Long)
  Derek Martin and Arnav Jhala
  Keywords: Dynamic discounting, Reinforcement learning, Cognitive models, decision-making, agents

• LARA – Human-guided collaborative problem solver: Effective integration of learning, reasoning and communication (Short)
  Harsha Kokel, Mayukh Das, Rakibul Islam, Julia Bonn, Jon Cai, Soham Dan, Anjali Narayan-Chen, Prashant Jayannavar, Jana Doppa, Julia Hockenmaier, Sriraam Natarajan, Martha Palmer and Dan Roth
  Keywords: concept learning, inductive logic programming, hierarchical planning, natural language communication, collaborative problem solving, metacog

• Anticipatory Thinking Assessment: Stress tests using synthetic data (Short)
  Adam Amos-Binks and Leilani Gilpin
  Keywords: autonomy, anticipatory thinking, alignment, decision making

• Learning Decomposition Methods with Numeric Landmarks (Short)
  Morgan Fine-Morris, Michael Floyd, Bryan Auslander, Greg Pennisi, Kalyan Gupta, Mark Roberts, Jeff Heflin and Hector Munoz-Avila
  Keywords: HTN learning, planning landmarks, symbolic and numeric preconditions, numeric tasks, numeric goals

• Addressing the Scaling Problem for Embodied Symbolic Reasoning (Poster)
  David Sekora
  Keywords: symbolic logic, spatial logic, embodied cognition, locality