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Computing & AI · Source-linked note

Bruce et al.: Genie latent-action interactive environments

Learned a video tokenizer, latent-action representation and autoregressive dynamics from unlabeled videos to generate environments controllable frame by frame.

What is recorded here?

Learned a video tokenizer, latent-action representation and autoregressive dynamics from unlabeled videos to generate environments controllable frame by frame.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Limited learned virtual environments are not physically faithful simulators or unbounded coherent worlds. Text inputs may first require an external text-to-image system; absence of action labels is not absence of all training data.

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People and systems

Jake Bruce; Michael Dennis; Ashley Edwards; Jack Parker-Holder; Yuge (Jimmy) Shi; Edward Hughes; Matthew Lai; Aditi Mavalankar; Richie Steigerwald; Chris Apps; Yusuf Aytar; Sarah Bechtle; Feryal Behbahani; Stephanie Chan; Nicolas Heess; Lucy Gonzalez; Simon Osindero; Sherjil Ozair; Scott Reed; Jingwei Zhang; Konrad Zolna; Jeff Clune; Nando de Freitas; Satinder Singh; Tim Rocktäschel

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Bruce et al.: Genie latent-action interactive environments

Learned a video tokenizer, latent-action representation and autoregressive dynamics from unlabeled videos to generate environments controllable frame by frame.

Scientific scope

Limited learned virtual environments are not physically faithful simulators or unbounded coherent worlds. Text inputs may first require an external text-to-image system; absence of action labels is not absence of all training data.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Jake Bruce; Michael Dennis; Ashley Edwards; Jack Parker-Holder; Yuge (Jimmy) Shi; Edward Hughes; Matthew Lai; Aditi Mavalankar; Richie Steigerwald; Chris Apps; Yusuf Aytar; Sarah Bechtle; Feryal Behbahani; Stephanie Chan; Nicolas Heess; Lucy Gonzalez; Simon Osindero; Sherjil Ozair; Scott Reed; Jingwei Zhang; Konrad Zolna; Jeff Clune; Nando de Freitas; Satinder Singh; Tim Rocktäschel

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources