Lucy Gonzalez — accepted AI-conference papers

2024

Genie: Generative Interactive Environments

Jake Bruce, Michael D Dennis, Ashley Edwards, Jack Parker-Holder, Yuge Shi, Edward Hughes +19

ICML 2024oral

We introduce Genie, the first *generative interactive environment* trained in an unsupervised manner from unlabelled Internet videos. The model can be prompted to generate an endless variety of action-controllable virtual worlds described through text, synthetic images, photographs, and even sketche…

Cited by 172 Source ↗PDF ↗Scholar ↗

2023

Human-Timescale Adaptation in an Open-Ended Task Space

Jakob Bauer, Kate Baumli, Feryal Behbahani, Avishkar Bhoopchand, Nathalie Bradley-Schmieg, Michael Chang +21

ICML 2023oral

Foundation models have shown impressive adaptation and scalability in supervised and self-supervised learning problems, but so far these successes have not fully translated to reinforcement learning (RL). In this work, we demonstrate that training an RL agent at scale leads to a general in-context l…

Cited by 111 Source ↗PDF ↗Scholar ↗