You can install Docker on any AWS EC2 Amazon Machine Image (AMI) which runs an operating system that Docker supports. Amazon's website includes specific instructions for installing on Amazon Linux. To install on another AMI, follow the instructions for its specific operating system in this installation guide.
For detailed information on Amazon AWS support for Docker, refer to Amazon's documentation.