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Dr. Brandon Rohrer - Robotics, Creativity and Intelligence
Machine Learning Street Talk (MLST)
The Flaw of Using Analytics for Decision Making
Acting on predictions can break them, but reinforcement learning overcomes this by continuously incorporating new data points and explicitly representing actions. This approach addresses questions of agency by actively adapting to outcomes, contrary to typical machine learning principles. Although slower and requiring feedback loops, reinforcement learning stands out as an effective tool for decision-making.
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