Matthew Thomas Jackson

We propose a principled taxonomy, evaluation procedure, and unified algorithm space for offline RL.

Unsupervised Environment Design to create automatic curricula over world model-generated environments, showing strong generalization on unseen procedural tasks while training exclusively within offline learned world models.