Bandit Algorithm (Online Machine Learning)

Worth knowing: Lectures are free. The certificate is optional and needs a proctored exam that costs ₹1,000.

In many scenarios, one faces uncertain environments where a-priori the best action to play is unknown. How to obtain best possible reward/utility in such scenarios. One natural way is to first explore the environment and to identify the `best’ actions and exploit them.

Available in: English