Definition
Reinforcement Learning
Field: Machine Learning
An area of machine learning concerned with how intelligent agents ought to take actions in an environment in order to maximize the notion of cumulative reward.
Sequence of Expressions
Definition
Reward Function
Definition
Policy
Theorem
Bellman Equation
Theorem
Value Function
Theorem
Q-Function
Theorem
Discount Factor (γ)
Theorem
Optimal Policy Theorem
Theorem
State Transition Probability
Principle