All Projects → MorvanZhou → Reinforcement Learning With Tensorflow

MorvanZhou / Reinforcement Learning With Tensorflow

Licence: mit
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Programming Languages

python
139335 projects - #7 most used programming language

Projects that are alternatives of or similar to Reinforcement Learning With Tensorflow

Easy Rl
强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
Stars: ✭ 3,004 (-56.76%)
Mutual labels:  reinforcement-learning, dqn, ppo, policy-gradient, q-learning, a3c, ddpg, sarsa
Paddle-RLBooks
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Stars: ✭ 113 (-98.37%)
Mutual labels:  q-learning, dqn, policy-gradient, sarsa, ddpg, actor-critic, double-dqn, dueling-dqn
Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Stars: ✭ 222 (-96.8%)
Mutual labels:  q-learning, dqn, policy-gradient, a3c, ddpg, actor-critic, double-dqn, ppo
Reinforcement Learning
Minimal and Clean Reinforcement Learning Examples
Stars: ✭ 2,863 (-58.79%)
Mutual labels:  reinforcement-learning, dqn, policy-gradient, actor-critic, a3c, deep-q-network
Reinforcement learning tutorial with demo
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..
Stars: ✭ 442 (-93.64%)
Mutual labels:  tutorial, reinforcement-learning, policy-gradient, actor-critic, q-learning, a3c
Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (-96.65%)
Mutual labels:  reinforcement-learning, dqn, ppo, actor-critic, ddpg, deep-q-network
Deep Rl Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (-94.31%)
Mutual labels:  reinforcement-learning, dqn, policy-gradient, a3c, ddpg
Slm Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (-86.99%)
Mutual labels:  reinforcement-learning, dqn, ppo, policy-gradient, a3c
Reinforcement learning
Reinforcement learning tutorials
Stars: ✭ 82 (-98.82%)
Mutual labels:  reinforcement-learning, dqn, ppo, policy-gradient, a3c
Deeprl Tensorflow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (-95.41%)
Mutual labels:  reinforcement-learning, dqn, ppo, a3c, ddpg
Machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Stars: ✭ 145 (-97.91%)
Mutual labels:  reinforcement-learning, dqn, ppo, a3c, ddpg
rl implementations
No description or website provided.
Stars: ✭ 40 (-99.42%)
Mutual labels:  dqn, policy-gradient, deep-q-network, ddpg, actor-critic
Tianshou
An elegant PyTorch deep reinforcement learning library.
Stars: ✭ 4,109 (-40.86%)
Mutual labels:  dqn, ppo, policy-gradient, ddpg, double-dqn
Deep Reinforcement Learning With Pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (-80.64%)
Mutual labels:  dqn, ppo, policy-gradient, actor-critic, a3c
Minimalrl
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Stars: ✭ 2,051 (-70.48%)
Mutual labels:  reinforcement-learning, dqn, ppo, a3c, ddpg
Hands On Reinforcement Learning With Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Stars: ✭ 640 (-90.79%)
Mutual labels:  reinforcement-learning, ppo, policy-gradient, q-learning, deep-q-network
Explorer
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (-99.22%)
Mutual labels:  q-learning, dqn, policy-gradient, actor-critic, ppo
Pytorch Rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (-94.33%)
Mutual labels:  reinforcement-learning, dqn, policy-gradient, ddpg
Tensorflow Reinforce
Implementations of Reinforcement Learning Models in Tensorflow
Stars: ✭ 480 (-93.09%)
Mutual labels:  reinforcement-learning, policy-gradient, actor-critic, deep-q-network
Elegantrl
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
Stars: ✭ 575 (-91.72%)
Mutual labels:  reinforcement-learning, dqn, ppo, ddpg


Reinforcement Learning Methods and Tutorials

In these tutorials for reinforcement learning, it covers from the basic RL algorithms to advanced algorithms developed recent years.

If you speak Chinese, visit 莫烦 Python or my Youtube channel for more.

As many requests about making these tutorials available in English, please find them in this playlist: (https://www.youtube.com/playlist?list=PLXO45tsB95cIplu-fLMpUEEZTwrDNh6Ba)

Table of Contents

Some RL Networks

Deep Q Network

Double DQN

Dueling DQN

Actor Critic

Deep Deterministic Policy Gradient

A3C

Proximal Policy Optimization (PPO)

Curiosity Model

Donation

If this does help you, please consider donating to support me for better tutorials. Any contribution is greatly appreciated!

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].