Reading List I
Interesting stuff I have come across
Reinforcement Learning
- Berkeley CA Deep RL Bootcamp
- Learning Diverse Skills via Maximum Entropy Deep Reinforcement Learning
- Everything You Need to Know to Get Started in Reinforcement Learning
LSTMs
Attention Networks
Style Transfer
GANs
- Generative Adversarial Networks: An Overview
- Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
- Chainer implementation of Deep Convolutional Generative Adversarial Network
- DCGAN Face Generator demo
- Chainerで顔イラストの自動生成
- Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
Math
Manifolds
Tensorflow
- Tfrecords Guide
- An introduction to TensorFlow queuing and threading
- TensorBoard Basics
- Save and Restore TF Models
Starcraft II
- DeepMind and Blizzard open StarCraft II as an AI research environment
- Evolving the StarCraftII Build Order Meta
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