Glossary

The Theory of Computation is a core field in computer science and mathematics, which explores the boundaries of what can be calculated and problem-solving abilities using various algorithms.

Thompson Sampling is a heuristic method used in decision-making scenarios such as the multi-armed bandit problem. By maximizing expected rewards through random belief selections, it nicely tackles the exploration-exploitation issue.

Algorithmic Time Complexity assesses the performance of an algorithm in terms of its computational speed. It signifies the amount of time an algorithm requires to process data, helping to evaluate and compare algorithm efficiency, particularly for vast datasets or real-time use.