Upper Confidence Bound (UCB):-
- Reinforcement Learning Overview
- Multi-Armed Bandit Problem
- Upper Confidence Bound (UCB) Intuition
- Implementing UCB Model in Python
Reinforcement learning being one of the three basic Machine Learning paradigms, alongside Supervised Learning and Unsupervised Learning, opens up a realm of opportunities for the learners, by enabling them to leverage the skills of Reinforcement Learning Models, such as Upper Confidence Bound (UCB). This micro-learning session serves that exact purpose by taking the learners through the concepts around Reinforcement Learning and the actual UCB Model Implementation.