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Stuart Mathews
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Research

  • Agentic AI approaches and Generalizing Reasoning and Autonomy

  • Teaching Large Language Models

  • Policy Gradient Methods

  • Defining and Conceptualizing Agentic AI

  • Understanding Q-Networks

  • Reviewing Playing Atari with Deep Reinforcement Learning

  • Understanding Markov Decision Processes

  • Understanding Q-Learning

  • Architecture for a single simulation

  • Contextualizing Artificial Intelligence and Psychology

  • A Model of Belief and the Capacity to Know

  • Situation detection using Bayesian networks

  • How Bayseian Networks learn

  • Thoughts on Reinforcement learning

  • Thoughts on Bayesian networks

  • Reviewing A Fast Learning Algorithm for Deep Belief Nets

  • Review of A survey of deep neural network architectures and their applications

  • Review of Multimodal Deep Autoencoder for Human Pose Recovery

  • Reviewing A Real-Time Hand Posture Recognition System Using Deep Neural Networks

  • A Systematic Research Review Process

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