Awesome

Brain Tokyo Workshop 🧠🗼

This repo contains research materials released by members of the Google Brain team in Tokyo.

Past Projects

Weight Agnostic Neural Networks

Code Release

Link to Article (pdf version)

Learning to Predict Without Looking Ahead: World Models Without Forward Prediction

Code Release

Link to Article (pdf version)

Neuroevolution of Self-Interpretable Agents

<img width="50%" src="https://storage.googleapis.com/quickdraw-models/sketchRNN/attention/assets/card/attentionagent.gif"></img>

Code Release (Code for CarRacing Variants)

<img width="50%" src="https://storage.googleapis.com/quickdraw-models/sketchRNN/attention/assets/card/CarRacingExt2SmallSize.gif"></img>

Extensions to CarRacing-v0 environment released to facilitate future research.

Link to Article (pdf version)

Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts

<img width="50%" src="https://media.giphy.com/media/FsxTmSk3MIkDv7X6Eg/giphy.gif"></img>

Code Release

The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning

<img width="100%" src="https://media.giphy.com/media/OZHNm0MqNLCE4MtN9j/giphy.gif"></img>

Code Release

Link to Article (pdf version)

Disclaimer

This is not an official Google product.