GATS: Gather-Attend-Scatter

no code implementations • 16 Jan 2024 • Konrad Zolna, Serkan Cabi, Yutian Chen, Eric Lau, Claudio Fantacci, Jurgis Pasukonis, Jost Tobias Springenberg, Sergio Gomez Colmenarejo

As the AI community increasingly adopts large-scale models, it is crucial to develop general and flexible tools to integrate them.

Mastering Diverse Domains through World Models

7 code implementations • 10 Jan 2023 • Danijar Hafner, Jurgis Pasukonis, Jimmy Ba, Timothy Lillicrap

Developing a general algorithm that learns to solve tasks across a wide range of applications has been a fundamental challenge in artificial intelligence.

Atari Games 100k Decision Making +2

Evaluating Long-Term Memory in 3D Mazes

1 code implementation • 24 Oct 2022 • Jurgis Pasukonis, Timothy Lillicrap, Danijar Hafner

However, most benchmark tasks in reinforcement learning do not test long-term memory in agents, slowing down progress in this important research direction.

Navigate reinforcement-learning +1