Machine Intelligence Lab
Welcome to the website of the Machine Intelligence Lab at the Department of Computer Science at University College London (UCL). We are part of the the UCL-CS Autonomous Systems Group.
What’s New
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New preprint “Do Agents Dream of Electric Sheep?: Improving Generalization in Reinforcement Learning through Generative Learning”. You can download the preprint here.
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New preprint: “Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agents”. You can download the preprint here.
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New preprint “(Ir)rationality and Cognitive Biases in Large Language Models”. You can download the preprint here.
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New preprint: “Information-Theoretic State Variable Selection for Reinforcement Learning”. You can download the preprint here.
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Our paper “Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges” has been accepted for publication in the Journal of Artificial Intelligence Research (JAIR). You can download the paper here.
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Our paper “Game-theoretic Agent-based Modelling of Micro-level Conflict: Evidence from the ISIS-Kurdish War” has been accepted for publication in PLOS. The camera ready version of the paper will be available soon.
Previous news items can be found here.
Last updated: 16 March 2024.