Before revision: Exploitation involves choosing the best-known option based on past experiences , while exploration involves trying out new options that may lead to better outcomes in the future .
After revision: Exploitation involves choosing the best option based on current knowledge of the system (which may be incomplete or misleading)at the expense of an exploitation opportunity , while exploration involves trying out new options that may lead to better outcomes in the future .