engblogs

MuZero is a general-purpose algorithm that can master Go, chess, shogi, and Atari without being given the rules, using its ability to plan winning strategies in unknown environments.

Creating a simulated environment (Playroom) for virtual robots to engage in interactive intelligence, studying joint intentionality, cooperation, and communication of private knowledge.

Using JAX to accelerate research on AI systems by evaluating new machine learning libraries and frameworks

Announcement of new Hardcaml libraries in the toolset

The blog post discusses AlphaFold, an AI system that has solved the challenging protein-folding problem, showcasing the potential of AI in scientific discovery and its impact on accelerating progress in fundamental fields of biology.

Leveraging a manager weekly newsletter as a means of team communication for an engineering manager transitioning from a software engineer role

Jane Street's announcement of a market prediction Kaggle competition with real financial data and $100K in prizes

Creating diverse, complex virtual simulations using Unity game engine for reinforcement learning purposes.

Highlighting the progress and expansion of the DeepMind scholarship program to foster global access and inclusivity in education

Using deep learning, the FermiNet neural network architecture accurately computes the energy of atoms and molecules from first principles, paving the way for practical applications in quantum physics and chemistry.

The blogpost explores the importance of testing SQL data pipelines and describes the approach taken to test them at SoundCloud.

Efficient machine learning by re-combining previously learned abilities to tackle new challenges.