Cognitive Architecture
Rosenbloom, P. S. (2006). A cognitive odyssey: From the power law of practice to a general learning mechanism and beyond. Tutorials in Quantitative Methods for Psychology, 2, 43-51. pdf
Rosenbloom, P. S. (2009). Towards a new cognitive hourglass: Uniform implementation of cognitive architecture via factor graphs. Proceedings of the 9th International Conference on Cognitive Modeling (ICCM 2009). pdf
Rosenbloom, P. S. (2009). A graphical rethinking of the cognitive inner loop. Proceedings of the IJCAI International Workshop on Graphical Structures for Knowledge Representation and Reasoning. pdf
Rosenbloom, P. S. (2009). Towards uniform implementation of architectural diversity. Proceedings of the AAAI Fall Symposium on Multi-Representational Architectures for Human-Level Intelligence (pp. 32-33). pdf
Rosenbloom, P. S. (2010). An integrated implementation of rule, semantic, episodic and constraint memories via factor graphs and a Bayesian decision cycle. Unpublished. pdf
Rosenbloom, P. S. (2010). An architectural approach to statistical relational AI. Proceedings of the AAAI-10 Workshop on Statistical Relational AI. pdf
Rosenbloom, P. S. (2010). Speculations on leveraging graphical models for architectural integration of visual representation and reasoning. Proceedings of the AAAI-10 Workshop on Visual Representations and Reasoning. pdf
Rosenbloom, P. S. (2010). Combining procedural and declarative knowledge in a graphical architecture. Proceedings of the 10th International Conference on Cognitive Modeling. pdf
Rosenbloom, P. S. (2010). Implementing first-order variables in a graphical cognitive architecture. Proceedings of the First International Conference on Biologically Inspired Cognitive Architectures. pdf
Rosenbloom, P. S. (2010). From Cognitive Architectures to Virtual Humans. YouTube video of presentation from Humanity+ @ Caltech. video
Rosenbloom, P. S. (2011). Rethinking cognitive architecture via graphical models. Cognitive Systems Research, 12, 198-209. pdf
Rosenbloom, P. S. (2011). From memory to problem solving: Mechanism reuse in a graphical cognitive architecture. Proceedings of the Fourth Conference on Artificial General Intelligence. pdf Winner of the 2011 Kurzweil Award for Best AGI Idea.
Rosenbloom, P. S. (2011). Mental imagery in a graphical cognitive architecture. Proceedings of the Second International Conference on Biologically Inspired Cognitive Architectures. pdf
Chen, J., Demski, A., Han, T., Morency, L-P., Pynadath, D., Rafidi, N. & Rosenbloom, P. S. (2011). Fusing symbolic and decision-theoretic problem solving + perception in a graphical cognitive architecture. Proceedings of the Second International Conference on Biologically Inspired Cognitive Architectures. pdf
Rosenbloom, P. S. (2011). Bridging dichotomies in cognitive architectures for virtual humans. Proceedings of the AAAI Fall Symposium on Advances in Cognitive Systems. pdf
Rosenbloom, P. S. (2012). Graphical models for integrated intelligent robot architectures. Proceedings of the AAAI Spring Symposium on Designing Intelligent Robots: Reintegrating AI. pdf
Rosenbloom, P. S. (2012). Towards a 50 msec cognitive cycle in a graphical architecture. Proceedings of the 11th International Conference on Cognitive Modeling. pdf
Rosenbloom, P. S. (2012). Deconstructing reinforcement learning in Sigma. Proceedings of the 5th Conference on Artificial General Intelligence. pdf video Winner of the 2012 Kurzweil Award for Best AGI Paper.
Rosenbloom, P. S. (2012). Extending mental imagery in Sigma. Proceedings of the 5th Conference on Artificial General Intelligence. pdf video
Pynadath, D. V., Rosenbloom, P. S., Marsella, S. C. & Li, L. (2013). Modeling two-player games in the Sigma graphical cognitive architecture. Proceedings of the 6th Conference on Artificial General Intelligence. pdf video
Rosenbloom, P. S. (2013). The Sigma cognitive architecture and system. AISB Quarterly, 136, 4-13. pdf
Rosenbloom, P. S., Demski, A., Han, T. & Ustun, V. (2013). Learning via gradient descent in Sigma. Proceedings of the 12th International Conference on Cognitive Modeling. pdf
Rosenblooom, P. S. (2014). Deconstructing episodic memory and learning in Sigma. Proceedings of the 36th Annual Conference of the Cognitive Science Society. pdf
Lebiere, C. & Rosenbloom, P. S. (2014) Editorial on Integrated Cognition. Biologically Inspired Cognitive Architectures. pdf
Pynadath, D. V., Rosenbloom, P. S. & Marsella, S. C. (2014). Reinforcement learning for adaptive Theory of Mind in the Sigma cognitive architecture. Proceedings of the 7th Annual Conference on Artificial General Intelligence. pdf
Ustun, V., Rosenbloom, P. S., Sagae, K. & Demski, A. (2014). Distributed vector representations of words in the Sigma cognitive architecture. Proceedings of the 7th Annual Conference on Artificial General Intelligence. pdf
Joshi, H., Rosenbloom, P. S. & Ustun, V. (2014). Isolated word recognition in the Sigma cognitive architecture. Biologically Inspired Cognitive Architectures, 10, 1-9. pdf
Rosenbloom, P. S., Demski, A. & Ustun, V. (2014). Efficient message computation in Sigma’s graphical architecture. Biologically Inspired Cognitive Architectures, 11, 1-9. pdf
Rosenbloom, P. S. (2015). Supraarchitectural capability integration: From Soar to Sigma. Proceedings of the 13th International Conference on Cognitive Modeling. pdf
Rosenbloom, P. S., Gratch, J. & Ustun, V. (2015). Towards emotion in Sigma: From appraisal to attention. Proceedings of the 8th Conference on Artificial General Intelligence. pdf
Ustun, V. & Rosenbloom, P. S. (2015). Towards adaptive, interactive virtual humans in Sigma. Proceedings of the 15th International Conference on Intelligent Virtual Agents. pdf
Kommers, C., Ustun, V., Demski, A. & Rosenbloom, P. (2015). Hierarchical reasoning with distributed vector representations. Proceedings of the the 37th Annual Conference of the Cognitive Science Society. pdf
Ustun, V., Rosenbloom, P. S., Kim, J. & Li, L. (2015). Building high fidelity human behavior models in the Sigma cognitive architecture. Proceedings of the 2015 Winter Simulation Conference. pdf
Ustun, V. & Rosenbloom, P. S. (2016). Towards truly autonomous synthetic characters with the Sigma cognitive architecture. In J. O. Turner, M. Nixon, U. Bernardet, S, DiPaola (Eds.), Integrating Cognitive Architectures into Virtual Character Design (pp. 213-237). Hershey, PA: IGI Global.
Rosenbloom, P. S., Demski, A. & Ustun, V. (2016). Rethinking Sigma’s graphical architecture: An extension to neural networks. Proceedings of the 9th Conference on Artificial General Intelligence. pdf video
Rosenbloom, P. S., Demski, A. & Ustun, V. (2016). The Sigma cognitive architecture and system: Towards functionally elegant grand unification. Journal of Artificial General Intelligence, 7, 1-103. pdf
Joshi, H., Rosenbloom, P. S. & Ustun, V. (2016). Continuous phone recognition in the Sigma cognitive architecture. Biologically Inspired Cognitive Architecture, 18, 23-32. pdf video
Rosenbloom, P. S., Demski, A. & Ustun, V. (2017). Toward a neural-symbolic Sigma: Introducing neural network learning. Proceedings of the 15th Annual Meeting of the International Conference on Cognitive Modeling. pdf
Rosenbloom, P. S. (2017). Lessons from Mapping Sigma onto the Standard Model of the Mind: Self-Monitoring, Memory/Learning, and Symbols. Proceedings of the AAAI 2017 Fall Symposium on A Standard Model of the Mind (pp. 449-454). pdf
Joshi, H., Rosenbloom, P. S. & Ustun, V. (2018). Exact, tractable inference in the Sigma cognitive architecture via sum-product networks. Advances in Cognitive Systems, 7, 39-55. pdf
Ustun, V., Rosenbloom, P. S, Sajjadi, S. & Nuttall, J. (2018). Controlling synthetic characters in simulations: A case for cognitive architectures and Sigma. Proceedings of I/ITSEC 2018. pdf
Rosenbloom, P. S. & Ustun, V. (2019). An architectural integration of Temporal Motivation Theory for decision making. In Proceedings of the 17thAnnual Meeting of the International Conference on Cognitive Modeling. pdf
Rosenbloom, P. S. (2022). Thoughts on architecture. In Proceedings of the 15th International Conference on Artificial General Intelligence (pp. 364-373). Cham, Switzerland: Springer. pdf
Rosenbloom, P. S. (2023). Rethinking the Physical Symbol Systems Hypothesis. In Proceedings of the 16th International Conference on Artificial General Intelligence (pp. 207-216). Cham, Switzerland: Springer. pdf Winner of the Springer Prize for Best Paper.
Common Model of Cognition (née Standard Model of the Mind)
Laird, J. E., Lebiere, C. & Rosenbloom, P. S. (2017). A Standard Model for the Mind: Toward a Common Computational Framework across Artificial Intelligence, Cognitive Science, Neuroscience, and Robotics. AI Magazine, 38, 13-26. pdf
Rosenbloom, P. S. , Laird, J. E., & Lebiere, C. (2017). Précis of ‘A Standard Model of the Mind’. Proceedings of the Fifth Annual Conference on Advances in Cognitive Systems. Invited abstract. pdf
Rosenbloom, P. S. (2017). Lessons from Mapping Sigma onto the Standard Model of the Mind: Self-Monitoring, Memory/Learning, and Symbols. Proceedings of the AAAI 2017 Fall Symposium on A Standard Model of the Mind. In press. pdf
Stocco, A., Laird, J., Lebiere, C., & Rosenbloom, P. (2018). Empirical evidence from neuroimaging data for a standard model of the mind. Proceedings of the 40th Annual Meeting of the Cognitive Science Society. pdf
Larue, O., West, R., Rosenbloom, P. S., Dancy, C. L., Samsonovich, A. V. & Petters, D. (2018). Emotion in the Common Model of Cognition. Procedia Computer Science, 145, 730-739. (written for AAAI 2018 Fall Symposium on a Common Model of Cognition) pdf
Kralik, J. D., Lee, J. H., Rosenbloom, P. S., Jackson, P. C., Epstein, S. L., Romero, O. J., Sanz, R., Larue, O., Schmidtke, H. R., Lee, S. W. & McGreggor, K. (2018). Metacognition for a Common Model of Cognition. Procedia Computer Science,145, 740-746. (written for AAAI 2018 Fall Symposium on a Common Model of Cognition) pdf
Stocco, A., Laird, J., Lebiere, C. & Rosenbloom, P. (2019). Testing and refining cognitive ontologies: From cognitive Architectures to large scale analysis of the human connectome. Proceedings of the Conference on the Problem of Cognitive Ontology: Implications for Scientific Knowledge. Abstract.
Sibert, C., Hake, H., Laird, J. E., Lebiere, C., Rosenbloom, P. S. & Stocco, A. (2021). The Role of The Basal Ganglia in the Human Cognitive Architecture: A Dynamic Causal Modeling Comparison Across Tasks and Individuals. In Proceedings of the 43rd Annual Meeting of the Cognitive Science Society (pp. 418-424). online.
Stocco, A., Steine-Hanson, Z., Koh, N., Laird, J. E., Lebiere, C. & Rosenbloom, P. S. (2021). Analysis of the human connectome data supports the notion of a “Common Model of Cognition” for human and human-like intelligence. Neuroimage, 235, 118035. journal page
Rosenbloom, P. S., Lebiere, C. & Laird, J. E. (2022). Cross-pollination among neuroscience, psychology and AI research yields a foundational understanding of thinking. The Conversation. online.
Rosenbloom, P. S., Laird, J. E., Lebiere, C., Stocco, A., Granger, R. H. & Huyck, C. (2024). A proposal for extending the Common Model of Cognition to emotion. In Proceedings of the 22nd International Conference on Cognitive Modeling. pdf
Cognitive Dichotomies
Rosenbloom, P. S. (2011). Bridging dichotomies in cognitive architectures for virtual humans. Proceedings of the AAAI Fall Symposium on Advances in Cognitive Systems. pdf
Rosenbloom, P. S. (2019). (A)symmetry × (non)monotonicity: Towards a deeper understanding of key cognitive di/trichotomies and the Common Model of Cognition. In Proceedings of the 17thAnnual Meeting of the International Conference on Cognitive Modeling. pdf
Rosenbloom, P. S., Joshi, H. & Ustun, V. (2019). (Sub)symbolic × (a)symmetric × (non)combinatory: A map of AI approaches spanning symbolic/statistical to neural/ML. Advances in Cognitive Systems, 8, 113-131. pdf
Understanding Computing Science
Rosenbloom, P. S. (2004). A new framework for Computer Science and Engineering. IEEE Computer, 37, 31-36. pdf
Denning, P. J. & Rosenbloom, P. S. (2009). Computing: The fourth great domain of science. Communications of the ACM, 52, 27-29. pdf
Rosenbloom, P. S. (2009). The great scientific domains and society: A metascience perspective from the domain of computing. The International Journal of Science in Society, 1 (1), 133-144. pdf
Rosenbloom, P. S. (2010). Computing and computation. ACM Ubiquity Symposium: ‘What is Computation?’, 2010. online
Rosenbloom, P. S. (2012) Towards a conceptual framework for the digital humanities. Digital Humanities Quarterly, 6 (2). online
Rosenbloom, P. S. (2012). Computing and computation. The Computer Journal, Special Focus on the Centenary of Alan Turing, 55, 820-824. Updated reprint of Rosenbloom, 2010, in ACM Ubiquity. pdf
Rosenbloom, P. S. (2013). Towards a conceptual framework for the digital humanities. In J. Nyhan, M. M. Terras & E. Vanhoutte (Eds.), Defining Digital Humanities: A Reader. Farnham, England: Ashgate. Reprint of Rosenbloom, 2012, in Digital Humanities Quarterly, 6.
Rosenbloom, P. S. (2013) On Computing: The Fourth Great Scientific Domain. Cambridge, MA: MIT Press. listing
Rosenbloom, P. S. (2014). The computing sciences and STEM education. ACM Ubiquity Symposium: The Science in Computer Science. pdf
Understanding Cognitive Science
Rosenbloom, P. S. & Forbus, K. D. (2019). Expanding and repositioning cognitive science. Topics in Cognitive Science, 11, 918-927. pdf
Memoir
Rosenbloom, P. S. (2022). From designing minds to mapping disciplines: My life as an architectural explorer. Prepublication Public Draft. pdf