ikostrikov/pytorch-rl

Stars
57
Rank 522,947 (Top 11 %)
Language
Created about 7 years ago
Updated about 6 years ago

ikostrikov/pytorch-rl

ikostrikov

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

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).

pytorch-a3c

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

jaxrl

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

Jupyter Notebook

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).

pytorch-flows

PyTorch implementations of algorithms for density estimation

pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization

pytorch-meta-optimizer

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

pytorch-ddpg-naf

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

walk_in_the_park

implicit_q_learning

rlpd

TensorFlow-Pointer-Networks

TensorFlow implementation of Pointer Networks

jaxrl2

Jupyter Notebook

dmcgym

linenplus

Flax extensions.

cql-results

gail-experts

gym_dmc