OpenSpiel is a collection of environments and algorithms for research in
general reinforcement learning and search/planning in games. OpenSpiel supports
n-player (single- and multi- agent) zero-sum, cooperative and general-sum,
Dominik GreweFinally got round to taking a closer look at the Swizzle Inventor paper (dl.acm.org/citation.cfm?i…). An interesting practical example of shifting some of the burden of writing efficient code from humans to machines.
Swift Differentiable ProgrammingDesign Overview Author: Richard Wei ([email protected]) Last Updated: 2019-06-14 Introduction Roadmap Differentiable data structures The Differentiable protocol Differentiable conformances Compiler-synthesized...
We describe TF-Replicator, a framework for distributed machine learning
designed for DeepMind researchers and implemented as an abstraction over
TensorFlow. TF-Replicator simplifies writing data-parallel and model-parallel
research code. The same...
At DeepMind, the Research Platform Team builds infrastructure to empower and accelerate our AI research. We are excited to share how we developed TF-Replicator, a software library that helps researchers deploy their TensorFlow models on GPUs and...
Dominik GreweWe are looking for Software Engineers, full-time and interns, to work with us at DeepMind. No Machine Learning knowledge required! Come talk to us at #HiPEAC18 in Manchester if you're around or check out