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Harri Valpola
CEO and Founder of Curious AI, specializing in industrial and business process optimization using unsupervised learning and model-based reinforcement learning.
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May 25, 2020
• 1h 38min
Harri Valpola: System 2 AI and Planning in Model-Based Reinforcement Learning
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Harri Valpola, the CEO and Founder of Curious AI, specializes in optimizing industrial processes through advanced AI. In this discussion, he dives into the fascinating world of System 1 and System 2 thinking in AI, illustrating the balance between instinctive and reflective reasoning. Valpola shares insights from his recent research on model-based reinforcement learning, emphasizing the challenges of real-world applications like water treatment. He also highlights innovative approaches using denoising autoencoders to improve planning in uncertain environments.
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