Image to video (#48)

* Made simple agents suitable for challenge submissions.

* Update docker

* Addressed the comments, chaned flag names, switched to benchmark

* Removed .swp file, added swp to gitignore.

* Adding arxiv identifier

* commit of image-to-video changes

* black

* added requirement

* fixed docstring spacing