Published in arXiv preprint arXiv:2010.04646, 2020
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Recommended citation: Tyler Malloy, Chris Sims, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro, "Deep RL with information constrained policies: Generalization in continuous control." arXiv preprint arXiv:2010.04646, 2020.
Published in In the proceedings of Proceedings of the 18th International Conference on Cognitive Modelling, 2020
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Recommended citation: Tyler Malloy, Chris Sims, "Modelling Human Information Processing Limitations in Learning Tasks with Reinforcement Learning." In the proceedings of Proceedings of the 18th International Conference on Cognitive Modelling, 2020.
Published in Rensselaer Polytechnic Institute, 2020
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Recommended citation: Tyler Malloy, "Modelling Learning and Decision Making Under Information Processing Constraints." Rensselaer Polytechnic Institute, 2020.
Published in In the proceedings of IEEE Conference on Games, 2021
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Recommended citation: Tyler Malloy, Chris Sims, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro, "Capacity-Limited Decentralized Actor-Critic for Multi-Agent Games." In the proceedings of IEEE Conference on Games, 2021.
Published in In the proceedings of AAAI Reinforcement Learning in Games Workshop, 2021
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Recommended citation: Tyler Malloy, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro, Chris Sims, "Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games." In the proceedings of AAAI Reinforcement Learning in Games Workshop, 2021.
Published in In the proceedings of Proceedings of the Annual Meeting of the Cognitive Science Society, 2021
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Recommended citation: Tyler Malloy, Tim Klinger, Miao Liu, Gerald Tesauro, Matthew Riemer, Chris Sims, "Modeling Capacity-Limited Decision Making Using a Variational Autoencoder." In the proceedings of Proceedings of the Annual Meeting of the Cognitive Science Society, 2021.
Published in In the proceedings of Proceedings of the 19th International Conference on Cognitive Modelling, 2021
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Recommended citation: Tyler Malloy, Chris Sims, "Modelling Visual Decision Making Using a Variational Autoencoder." In the proceedings of Proceedings of the 19th International Conference on Cognitive Modelling, 2021.
Published in In the proceedings of AAAI Student Abstract Workshop, 2021
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Recommended citation: Tyler Malloy, Tim Klinger, Miao Liu, Gerald Tesauro, Matthew Riemer, Chris Sims, "RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract)." In the proceedings of AAAI Student Abstract Workshop, 2021.
Published in Journal of Vision, 2022
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Recommended citation: Tyler Malloy, Chris Sims, "A Beta-Variational Auto-Encoder Model of Human Visual Representation Formation in Utility-Based Learning." Journal of Vision, 2022.
Published in In the proceedings of NeurIPS 2022 Workshop on Information-Theoretic Principles in Cognitive Systems, 2022
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Recommended citation: Tyler Malloy, Chris Sims, Tim Klinger, Matthew Riemer, Miao Liu, Gerald Tesauro, "Learning in Factored Domains with Information-Constrained Visual Representations." In the proceedings of NeurIPS 2022 Workshop on Information-Theoretic Principles in Cognitive Systems, 2022.
Published in In the proceedings of Reinforcement Learning and Decision Making, 2022
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Recommended citation: Tyler Malloy, Tim Klinger, Chris Sims, "Modeling Human Reinforcement Learning with Disentangled Visual Representations." In the proceedings of Reinforcement Learning and Decision Making, 2022.
Published in Rensselaer Polytechnic Institute, 2022
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Recommended citation: Tyler Malloy, "Resource-Rational Cognitive Modelling: An Information-Theoretic Approach." Rensselaer Polytechnic Institute, 2022.
Published in In the proceedings of Human Computation and Crowdsourcing, 2023
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Recommended citation: Tyler Malloy, Du Yinuo, Fang Fei, Gonzalez Cleotilde, "Accounting for Transfer of Learning in Human Behavior Models." In the proceedings of Human Computation and Crowdsourcing, 2023.
Published in In the proceedings of AAAI Symposium on Integration of Cognitive Architectures and Generative Models, 2023
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Recommended citation: Tyler Malloy, Du Yinuo, Fang Fei, Gonzalez. Cleotilde, "Generative Environment-Representation Instance-Based Learning: A Cognitive Model." In the proceedings of AAAI Symposium on Integration of Cognitive Architectures and Generative Models, 2023.
Published in In the proceedings of IEEE European Symposium on Security and Privacy Workshop Series, 2023
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Recommended citation: Tyler Malloy, Gonzalez. Cleotilde, "Learning to Defend by Attacking (and Vice-Versa): Transfer Learning in Cyber-Security Games." In the proceedings of IEEE European Symposium on Security and Privacy Workshop Series, 2023.
Published in under review. ACM Transactions on Social Computing, 2024
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Recommended citation: Yinuo Du, Baptiste Prebot, Tyler Malloy, Gonzalez. Cleotilde, "A Cyber-War Between Bots: Cognitive Attackers are More Challenging for Defenders than Strategic Attackers." under review. ACM Transactions on Social Computing, 2024.
Published in Frontiers in Psychology, 2024
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Recommended citation: Tyler Malloy, Cleotilde Gonzalez, "Applying Generative Artificial Intelligence to Cognitive Models of Decision Making." Frontiers in Psychology, 2024.
Published in in press. Psychological Review, 2024
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Recommended citation: Tyler Malloy, Chris Sims, "Efficient Visual Representations in Learning and Decision Making." in press. Psychological Review, 2024.
Published in in preperation. Computers and Human Behavior, 2024
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Recommended citation: Yinuo Du, Baptiste Prebot, Tyler Malloy, Fei Fang, Gonzalez. Cleotilde, "Experimental Evaluation of Cognitive Agents for Collaboration in Human-Autonomy Cyber Defense Teams." in preperation. Computers and Human Behavior, 2024.
Published in in preperation. Computers and Human Behavior, 2024
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Recommended citation: Tyler Malloy, Ferriera Maria, Fang Fei, Gonzalez. Cleotilde, "Training to Identify Phishing Emails Generated by Humans and LLMs." in preperation. Computers and Human Behavior, 2024.
Published:
This a presentation given online to the International Conference on Cognitive Modeling (ICCM) 2020.
Published:
This a presentation given online to the International Conference on Cognitive Modeling (ICCM) 2021.
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This is my PhD thesis proposal video.
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This talk was presented to the Vision Sciences Society in June of 2022.
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This talk is a practice run through of my PhD dissertation talk.
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This talk was presented to the cognitive security institute in January of 2024.
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