This research looks at why Predictive Inverse Dynamics Models often outperform standard Behavior Cloning in imitation learning. By using simple predictions of what happens next, PIDMs reduce ambiguity...

Cohere Labs - Lukas Schäfer - Decision-Making in Modern Video Games: From Human Play to World Models

In collaboration with your mentor and a diverse team, contribute to solving an ambitious research challenge and translate your results into actionable insights that are relevant to potential applicati...

Self-play has powered breakthroughs in two-player and multi-player games. Here we show that self-play is a surprisingly effective strategy in another domain. We show that robust and naturalistic drivi...

Today we are making available an interactive real-time gameplay experience in Copilot Labs, powered by our Muse family of world models. This blog post provides a deeper look at the research underpinni...

AI is already a powerful tool for collaboration — but this is just the tip of the iceberg, says AI researcher Katja Hofmann. She describes her team's work training AI on years of human gameplay data f...

A state-of-the-art generative artificial intelligence model of a video game is introduced to allow the support of human creative ideation, with the analysis of user study data highlighting three neces...

Textbook published by MIT Press (2024)

Waymo is an autonomous driving technology company with the mission to be the most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waym...

Microsoft's vision for gaming is a world where players are empowered to play the games they want, with the people they want, whenever they want, where-ever they are, and on any device. The Game Intell...