How to remove old Docker containers

Question

I'm not sure how to get rid of old containers. You can remove a single one with the docker rm 3e552code34a command, but I already have a lot. The command docker rm --help does not provide a selection option (like all, or by image name).

Maybe there's a location where these containers are stored where I can manually delete them?