mirror of
https://github.com/google-deepmind/deepmind-research.git
synced 2026-05-10 05:17:46 +08:00
Po-Sen Huang
39 lines
1.8 KiB
Markdown
39 lines
1.8 KiB
Markdown
# DeepMind Research
|
|
|
|
This repository contains implementations and illustrative code to accompany
|
|
DeepMind publications. Along with publishing papers to accompany research
|
|
conducted at DeepMind, we release open-source
|
|
[environments](https://deepmind.com/research/open-source/open-source-environments/),
|
|
[data sets](https://deepmind.com/research/open-source/open-source-datasets/),
|
|
and [code](https://deepmind.com/research/open-source/open-source-code/) to
|
|
enable the broader research community to engage with our work and build upon it,
|
|
with the ultimate goal of accelerating scientific progress to benefit society.
|
|
For example, you can build on our implementations of the
|
|
[Deep Q-Network](https://github.com/deepmind/dqn) or
|
|
[Differential Neural Computer](https://github.com/deepmind/dnc), or experiment
|
|
in the same environments we use for our research, such as
|
|
[DeepMind Lab](https://github.com/deepmind/lab) or
|
|
[StarCraft II](https://github.com/deepmind/pysc2).
|
|
|
|
If you enjoy building tools, environments, software libraries, and other
|
|
infrastructure of the kind listed below, you can view open positions to work in
|
|
related areas on our [careers page](https://deepmind.com/careers/).
|
|
|
|
For a full list of our publications, please see
|
|
https://deepmind.com/research/publications/
|
|
|
|
## Projects
|
|
|
|
* [BigBiGAN](bigbigan), NeurIPS 2019
|
|
* [Deep Compressed Sensing](cs_gan), ICML 2019
|
|
* [Side Effects Penalties](side_effects_penalties)
|
|
* [PrediNet Architecture and Relations Game Datasets](PrediNet)
|
|
* [Unsupervised Adversarial Training](unsupervised_adversarial_training), NeurIPS 2019
|
|
* [Graph Matching Networks for Learning the Similarity of Graph Structured
|
|
Objects](graph_matching_networks), ICML 2019
|
|
* [REGAL: Transfer Learning for Fast Optimization of Computation Graphs](regal)
|
|
|
|
## Disclaimer
|
|
|
|
*This is not an official Google product.*
|