Glossary

Trajectory

: A sequence of states and actions.

Environment

: The world that the agent interact with.

Policy

: A policy is a mapping from states to probabilities of each possible action.

Value Function

: The value function of a state \(s\) under a policy \(\pi\) is the expected return when starting in \(s\) and following \(\pi\) thereafter.