Vincent Zhuang's repositories
v80
Proceedings of ICML 2018
rlpyt
Reinforcement Learning in PyTorch
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
safety-starter-agents
Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.
DQfD
An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning
ELF
An End-To-End, Lightweight and Flexible Platform for Game Research
atari-reset
Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"
pixel_exploration
PyTorch implementation of Count-Based Exploration with Neural Density Models
SafeOpt
Safe Bayesian Optimization
pixel_cnn_pp
Pytorch Implementation of PixelCNN++
DQN-MxNet-Gluon
DQN-MxNet-Gluon
pixel-cnn
Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"
GatedPixelCNNPyTorch
PyTorch implementation of "Conditional Image Generation with PixelCNN Decoders" by van den Oord et al. 2016
osim-rl
Reinforcement learning environments with musculoskeletal models
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
vinci
A generic, easy to use, and keras-compatible deep RL framework
keras-rl
Deep Reinforcement Learning for Keras.
keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
fastpixelcnn
Speed up PixelCNN++ image generation by up to a 183 times
CF-NADE
A implementation of CF-NADE. Yin Zheng, et. al. "A Neural Autoregressive Approach to Collaborative Filtering", accepted by ICML 2016.
blocks
A Theano framework for building and training neural networks
pytorch-ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
gated-pixel-cnn
A TensorFlow implementation of the gated variant of PixelCNN (Gated PixelCNN) from "Conditional Image Generation with PixelCNN Decoders" (https://arxiv.org/abs/1606.05328).
DCGAN-tensorflow
A tensorflow implementation of Deep Convolutional Generative Adversarial Networks
TF-VAE
Variational autoencoder
ddpg-aigym
Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments
improved-gan
code for the paper "Improved Techniques for Training GANs"