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Machine learning is a branch of Artificial Intelligence concerned with the development of algorithms that adapt their behavior based on past observations. Examples of such algorithms include Artificial Neural Networks, Genetic Algorithms, Expectation-Maximization, and Support Vector Machines. Such algorithms are used for classifying previously unseen data and predicting future values of some unknown process.

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What reward function results in optimal learning?

Short answer: the strongest reinforcement effect comes from delivering a valuable reward on an intermittent (random) schedule. Longer version: One aspect of your question is about operant conditionin …
Chris Gough's user avatar