ALT: Colville Giddy

AI for Games [Notice: You must be registered for ICML Tutorials to join this event.] Games have been a proving ground for AI since the earliest game-playing…

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...

Code exercises for the MARL Textbook. Contribute to marl-book/marl-book-exercises development by creating an account on GitHub.

Code exercises for the MARL Textbook. Contribute to LukasSchaefer/marl-book-exercises development by creating an account on GitHub.

Accompanying code for "Visual Encoders for Data-Efficient Imitation Learning in Modern Video Games" publication - microsoft/imitation_learning_in_modern_video_games