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Heuristic Recognition and Rapid Response to Unfamiliar Events Outside of Agent Design Scope

Apr 18, 2025 | News, Publications

Wray, R. E., Jones, S. J., & Laird, J. E. (2025). Heuristic Recognition and Rapid Response to Unfamiliar Events Outside of Agent Design Scope (arXiv:2504.12497). arXiv. https://doi.org/10.48550/arXiv.2504.12497

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Eliciting Problem Specifications via Large Language Models

May 29, 2024 | News, Publications

Wray, R. E., Kirk, J. R., & Laird, J. E. (2024). Eliciting Problem Specifications via Large Language Models. Proceedings of the Advances in Cognitive Systems Conference. Advances in Cognitive Systems Conference, Palermo. https://arxiv.org/abs/2405.12147

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Toward Constraint Compliant Goal Formulation and Planning

May 29, 2024 | News, Publications

Jones, S. J., & Wray, R. E. (2024). Toward Constraint Compliant Goal Formulation and Planning. Proceedings of the Advances in Cognitive Systems Conference. Advances in Cognitive Systems Conference, Palermo. https://arxiv.org/abs/2405.12862

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Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis

Feb 20, 2024 | News, Publications

Kirk, James R., Wray, R. E., Lindes, P., Laird, J. E. (2024). Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis. Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence. Vancouver. Conference paper with additional...

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Computational-level Analysis of Constraint Compliance for General Intelligence

Apr 11, 2023 | News, Publications

Wray, R. E., Jones, S.J., & Laird, J. E. (2023). Computational-level Analysis of Constraint Compliance for General Intelligence. Proceedings of the Artificial General Intelligence (AGI) Conferences. Artificial General Intelligence, Stockholm/Virtual....

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Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks

Feb 6, 2023 | News, Publications

We have written a paper, now on arXiv (https://arxiv.org/abs/2208.09554), that describes how we are integrating large-language models into Interactive Task Learning (ITL), where agents can learn new tasks thru interactive instruction. The paper outlines the role of...

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Understanding how agents can prompt language models for learning novel tasks

Nov 29, 2022 | News, Publications

Kirk, J., Wray, R. E., Lindes, P., & Laird, J. E. (2022, November). Improving Language Model Prompting in Support of Semi-autonomous Task Learning. Proceedings of the 2022 Advances in Cognitive Systems Conference. Advances in Cognitive Systems, Washington,...

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Introduction to Soar

Jul 8, 2022 | Publications

Laird, J. E. (2022) Introduction to Soar, arXiv: https://arxiv.org/abs/2205.03854.

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Incorporating Abstract Behavioral Constraints in the Performance of Agent Tasks

Jul 6, 2022 | Publications

Wray, R. E., & Laird, J. E. (2021, July). Incorporating Abstract Behavioral Constraints in the Performance of Agent Tasks. Proceedings of the International Conference on Artificial Intelligence. International Conference on Artificial Intelligence, Las Vegas, NV.

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Language Models as a Knowledge Source for Cognitive Agents

Jul 6, 2022 | Publications

Wray, R. E., Kirk, J. R., & Laird, J. E. (2021). Language Models as a Knowledge Source for Cognitive Agents. Proceedings of the Ninth Annual Conference on Advances in Cognitive Systems. Ninth Annual Conference on Advances in Cognitive Systems, Virtual....

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