Yes, officers can interrogate you without reading Miranda Rights. However, if they fail to read you these rights, they are unable to use your statements as evidence against you in a court of law. If this occurs, officers are still able to use the information you gave them to guide their investigation of the crime in which you are accused. This is why it is important that you know your Miranda Rights regardless if they are read to you or not.
