a3c

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

machine-learning tutorial reinforcement-learning deep-reinforcement-learning q-learning pomdps policy-gradient sarsa a3c dynamic-programming imitation-learning dyna td-learning actor-critic meta-learning

UpdatedJan 22, 2019
Jupyter Notebook

lcswillems /rl-starter-files

Star673

RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

pytorch multi-process a3c minigrid ppo a2c reward-shaping preprocessed-observations

UpdatedMay 12, 2024
Python

MorvanZhou /pytorch-A3C

Star634

Simple A3C implementation with pytorch + multiprocessing

neural-network multiprocessing pytorch gym a3c toy-example actor-critic asynchronous-advantage-actor-critic

UpdatedMar 10, 2023
Python

archsyscall /DeepRL-TensorFlow2

Star607

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

machine-learning reinforcement-learning deep-learning tensorflow deep-reinforcement-learning dqn a3c reinforce ddpg sac double-dqn trpo dueling-dqn ppo a2c rainbow-dqn tensorflow2

UpdatedJun 4, 2022
Python

miyosuda /async_deep_reinforce

Star590

Asynchronous Methods for Deep Reinforcement Learning

reinforcement-learning deep-learning tensorflow a3c

UpdatedAug 9, 2018
Python

dgriff777 /rl_a3c_pytorch

Star564

A3C LSTM Atari with Pytorch plus A3G design

python reinforcement-learning deep-reinforcement-learning openai-gym pytorch a3c atari actor-critic pytorch-a3c asynchronous-advantage-actor-critic a3c-gpu a3g

UpdatedApr 18, 2023
Python

germain-hug /Deep-RL-Keras

Star541

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

reinforcement-learning keras openai dqn gym policy-gradient a3c ddpg ddqn keras-rl a2c d3qn dueling

UpdatedMay 25, 2020
Python

sudharsan13296 /Deep-Reinforcement-Learning-With-Python

Star404

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

reinforcement-learning deep-learning deep-reinforcement-learning openai-gym q-learning dqn policy-gradient a3c ddpg sac inverse-reinforcement-learning actor-critic bellman-equation double-dqn trpo c51 ppo a2c td3

UpdatedApr 1, 2021
Jupyter Notebook

jaromiru /AI-blog

Star394

Accompanying repository for Let's make a DQN / A3C series.

tutorial reinforcement-learning tensorflow keras dqn a3c

UpdatedSep 4, 2018
Python

Improve this page

Add a description, image, and links to thea3c topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thea3c topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

a3c

Here are 176 public repositories matching this topic...

datawhalechina /easy-rl

MorvanZhou /Reinforcement-learning-with-tensorflow

tensorlayer /TensorLayer

sweetice /Deep-reinforcement-learning-with-pytorch

rlcode /reinforcement-learning

seungeunrho /minimalRL

kengz /SLM-Lab

ikostrikov /pytorch-a3c

vietnh1009 /Super-mario-bros-A3C-pytorch

Kismuz /btgym

jingweiz /pytorch-rl

omerbsezer /Reinforcement_learning_tutorial_with_demo