Ilya Kostrikov
Ilya Kostrikov
TensorFlow-VAE-GAN-DRAW
A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image...
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR)...
pytorch-flows
PyTorch implementations of algorithms for density estimation
pytorch-meta-optimizer
A PyTorch implementation of Learning to learn by gradient descent by gradient descent
pytorch-trpo
PyTorch implementation of Trust Region Policy Optimization
pytorch-ddpg-naf
Implementation of algorithms for continuous control (DDPG and NAF).
jaxrl
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
pytorch-a3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
TensorFlow-Pointer-Networks
TensorFlow implementation of Pointer Networks
pytorch-rl