Commentaries
Tackling the Pretty Hard Problem: Could Robots Have Human-Like Consciousness? Lenhart K. Schubert 1 PDF 
Toward an Architecture for Robots in the Era of Foundation Models Mohan Sridharan 21 PDF 
Concepts and Chunks in Cognitive Systems Pat Langley 33 PDF 
An Ecosystem for Scalable Symbolic Modeling in Neurosymbolic AI; or Shapes of Cognition Marjorie McShane, Sergei Nirenburg, Sanjay oruganti, and Jesse English 45 PDF 
A Qualitative Comparative Evaluation of Cognitive and Generative Theories Paul S. Rosenbloom 65 PDF 
The STAR Cognitive Cycle in Context: A Comparative Analysis of 44 Cognitive Architectures Iuliia Kotseruba and John K. Tsotsos 81 PDF 
Technical Papers
Flexible Segmentation for Rule Learning over Object Representations in Abstract Visual Reasoning Johannes Langer and Ute Schmid 103 PDF 
Hierarchical Semantic Retrieval with Cobweb Anant Gupta, Karthik Singaravadivelan, and Zekun Wang 123 PDF 
Human-Allied Relational Reinforcement Learning Fateme Golivand Darvishvand, Hikaru Shindo, Sahil Sidheekh, Kristian Kersting, and Sriraam Natarajan 143 PDF 
Multi-turn opinion dynamics simulation Nitish Talekar and Arnav Jhala 160 PDF 
L.E.A.R.N: A Hybrid Architecture For Language-Guided Induction of Hierarchical Task Networks Glen R Smith and Christopher J. MacLellan 176 PDF 
LLM-Augmented Incremental Language Parsing for Robotic Agents Mitchell Abrams, Thies Oelerich, and Matthias Scheutz 194 PDF 
CORGI: Efficient Pattern Matching With Quadratic Guarantees Daniel Weitekamp 210 PDF 
Understanding Diagrams with Explicit Intermediate Visual Representation Wangcheng Xu and Kenneth Forbus 224 PDF 
Accumulated Expectations Improve Intelligent Agent Adaptation in Dynamic Environments Paola Rizzo, David W. Aha, and Hector Munoz-Avila 241 PDF 
Automated Formalization of William Shakespeare's Venus and Adonis Using Large Language Models Andrew Gordon 259 PDF 
A Neurosymbolic Fast and Slow Architecture for Graph Coloring Vedant Khandelwal, Vishal Pallagani, Biplav Srivastava, and Francesca Rossi 275 PDF 
Instruction-Based Self-Supervised Online Training of the Perceptual Subsystem of a Cognitive Robotic Architecture Sarah Schneider, Evan Krause, Daniel Soukup, and Matthias Scheutz 293 PDF 
Explaining Robustness to Catastrophic Forgetting Through Incremental Concept Formation Nicki Barari, Edward Kim, and Christopher J. MacLellan 313 PDF 
Integrating Symbolic Natural Language Understanding and Language Models for Word Sense Disambiguation Kexin Zhao and Kenneth Forbus 331 PDF 
Thinking Together, Apart: Reasoning and Learning in Ad Hoc Teamwork Hasra Dodampegama and Mohan Sridharan 347 PDF 
Pursuing Actionable Perception Interpretation in Cognitive Robotic Systems Marjorie McShane, Sergei Nirenburg, Jesse English, and Sanjay oruganti 367 PDF 
Understanding Written Procedures Gary C. Borchardt, Sue Felshin, Boris Katz, and Pat Langley 387 PDF 
Online Learning of HTN Methods for integrated LLM HTN Planning Yuesheng Xu and Hector Munoz-Avila 407 PDF 
A Neurodiversity-Inspired Solver for the Abstraction & Reasoning Corpus (ARC) Using Visual Imagery and Program Synthesis James Ainooson, Deepayan Sanyal, Joel Phillips Michelson, Yuan Yang, and Maithilee Kunda 424 PDF 
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