acktr

Here are 14 public repositories matching this topic...

ChenglongChen / pytorch-DRL

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

reinforcement-learning deep-reinforcement-learning pytorch multi-agent dqn rl deep-q-network ddpg drl actor-critic deep-deterministic-policy-gradient proximal-policy-optimization ppo advantage-actor-critic a2c acktr madrl

Updated Nov 11, 2017
Python

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR). Python2 compatible (branch python2)

reinforcement-learning deep-learning python3 pytorch rl python2 ppo a2c acktr

Updated Mar 28, 2018
Python

jrobine / actor-critic

Star

Implementation of A2C and ACKTR in TensorFlow.

reinforcement-learning tensorflow openai-gym actor-critic a2c acktr

Updated Aug 8, 2018
Python

grauwolf32 / openai-game

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Handmade environments and trained models.

game openai acktr

Updated Mar 12, 2019
Python

spring01 / drlbox

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Interfacing RL agents with user-definable neural networks and OpenAI-gym environments.

tensorflow deep-reinforcement-learning dqn gym a3c acer acktr noisynet-dqn

Updated Apr 28, 2019
Python

YueErro / ros2learn

Star

ROS 2 enabled Machine Learning algorithms

machine-learning reinforcement-learning deep-learning robotics ml dqn rl ros2 trpo ppo acktr

Updated Jun 26, 2019
Python

AcutronicRobotics / ros2learn

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ROS 2 enabled Machine Learning algorithms

machine-learning reinforcement-learning deep-learning robotics ml ros dqn rl ros2 trpo ppo acktr

Updated Jun 26, 2019
Python

AnthonyDickson / learning2write

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Teaching a neural network how to write letters and digits with reinforcement learning.

machine-learning reinforcement-learning ai neural-network conda mnist digits letters emnist ppo acktr openai-gym-environment stable-baselines ppo2 learning-to-write emnist-dataset

Updated Jul 31, 2019
Python

user432 / DeepRL-in-PyTorch

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Minimal Implementation of Deep RL Algorithms in PyTorch

reinforcement-learning pytorch dqn ddpg sac ddqn dueling-dqn ppo acktr td3

Updated May 10, 2020
Python

kngwyu / Rainy

Star

☔ Deep RL agents with PyTorch☔

reinforcement-learning deep-reinforcement-learning pytorch dqn ddpg sac ppo a2c acktr option-critic td3

Updated Sep 25, 2021
Python

ikostrikov / pytorch-a2c-ppo-acktr-gail

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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).