ikostrikov/cql-results

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Created over 3 years ago
Updated over 3 years ago

ikostrikov/cql-results

ikostrikov

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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".

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).

jaxrl

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

Jupyter Notebook

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

TensorFlow-Pointer-Networks

TensorFlow implementation of Pointer Networks

rlpd

pytorch-rl

jaxrl2

Jupyter Notebook

dmcgym

linenplus

Flax extensions.

gail-experts

gym_dmc