9 open source projects by ikostrikov

Implementation of algorithms for continuous control (DDPG and NAF).

✭ 254

python deep-learning pytorch reinforcement-learning ddpg

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

3. Tensorflow Pointer Networks

TensorFlow implementation of Pointer Networks

✭ 201

python

4. Pytorch Rl

✭ 52

pytorch reinforcement-learning

5. Pytorch A3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

✭ 879

python deep-learning pytorch reinforcement-learning deep-reinforcement-learning actor-critic a3c

6. 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 Generation).

✭ 577

python tensorflow gan recurrent-neural-networks vae draw

7. Pytorch Flows

PyTorch implementations of algorithms for density estimation

✭ 439

python deep-learning pytorch neural-networks

8. Pytorch Trpo

PyTorch implementation of Trust Region Policy Optimization

✭ 303

python deep-learning pytorch reinforcement-learning deep-reinforcement-learning mujoco trpo

9. Pytorch Meta Optimizer

A PyTorch implementation of Learning to learn by gradient descent by gradient descent

✭ 275

python deep-learning pytorch gradient-descent

1-9 of 9 user projects