Category: AI & Machine Learning

Machine learning is the subfield of computer science that “gives computers the ability to learn without being explicitly programmed”. Machine learning explores the study and construction of algorithms that can learn from and make predictions on data.

Q-learning efficiency

What is Q-Learning in Machine Learning?

By definition Q-Learning works by learning an action-value function that ultimately gives the expected utility of taking a given action in a given state and following the optimal policy thereafter. A policy is a rule that the agent follows in selecting actions, given the state it is in.
This might sounds very “crazy” but actually this is an awesome model/algorithm to find the best way to go from point A to point B and even the model can learn it and found the best way itself very quickly. Q-Learning used in every day world for instance to find the best fly connections or find the path on a map for you when you get a direction. But this is much more like these because Machine Learning allows to lear and getting better and better to provide more quality information.