Discover ikostrikov/TensorFlow-Pointer-Networks Open Source project

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

3,573

2

pytorch-a3c

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

Python

1,224

3

jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

Jupyter Notebook

613

4

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

5

pytorch-flows

PyTorch implementations of algorithms for density estimation

Python

573

6

pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization

Python

433

7

pytorch-meta-optimizer

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

Python

309

8

pytorch-ddpg-naf

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

Python

306

9

walk_in_the_park

Python

243

10

implicit_q_learning

Python

226

11

rlpd

Python

206

12

pytorch-rl

57

13

jaxrl2

Jupyter Notebook

41

14

dmcgym

Python

23

15

linenplus

Flax extensions.

Python

5

16

cql-results

Python

3

17

gail-experts

3

18

gym_dmc

Python

2

ikostrikov/TensorFlow-Pointer-Networks

ikostrikov

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TensorFlow-Pointer-Networks

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