Ilya Kostrikov (@ikostrikov)
github

ikostrikov

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Top repositories

1

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) and Generative Adversarial Imitation Learning (GAIL).
Python
3,465
star
2

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Python
1,186
star
3

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).
Python
595
star
4

jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
Jupyter Notebook
575
star
5

pytorch-flows

PyTorch implementations of algorithms for density estimation
Python
567
star
6

pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization
Python
410
star
7

pytorch-meta-optimizer

A PyTorch implementation of Learning to learn by gradient descent by gradient descent
Python
308
star
8

pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).
Python
303
star
9

walk_in_the_park

Python
233
star
10

implicit_q_learning

Python
205
star
11

TensorFlow-Pointer-Networks

TensorFlow implementation of Pointer Networks
Python
205
star
12

rlpd

Python
175
star
13

pytorch-rl

58
star
14

jaxrl2

Jupyter Notebook
39
star
15

dmcgym

Python
24
star
16

linenplus

Flax extensions.
Python
5
star
17

gail-experts

4
star
18

cql-results

Python
3
star
19

gym_dmc

Python
2
star