74 Open Source Ddpg Software Projects
Free and open source ddpg code projects including engines, APIs, generators, and tools.
Reinforcement Learning With Tensorflow 6293 ⭐
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Udacity Deep Reinforcement Learning 3455 ⭐
Repo for the Deep Reinforcement Learning Nanodegree program
Minimalrl 1551 ⭐
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Autonomous Learning Library 373 ⭐
A PyTorch library for building deep reinforcement learning agents.
Lagom 368 ⭐
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Navneet Nmk Pytorch Rl 378 ⭐
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Reinforcement Learning Algorithms 439 ⭐
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
Deep Rl Keras 345 ⭐
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Openai_lab 313 ⭐
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Train Robot Arm From Scratch 215 ⭐
Build environment and train a robot arm from scratch (Reinforcement Learning)
Deeprl Tensorflow2 225 ⭐
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Pytorch Madrl 239 ⭐
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Elegantrl 185 ⭐
Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".
Rlcycle 149 ⭐
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Deep Reinforcement Learning In Large Discrete Action Spaces 115 ⭐
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Hindsight Experience Replay 106 ⭐
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Tf2 Rl 79 ⭐
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Rchalyang Torchrl 77 ⭐
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Td3 Pytorch Bipedalwalker V2 58 ⭐
Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment
Cyoon1729 Policy Gradient Methods 49 ⭐
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Machine Learning Is All You Need 188 ⭐
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Ddpg_biped 41 ⭐
Repository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.
Machin 87 ⭐
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Pytorch Gym 35 ⭐
Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch
Motionplannerusingddpg 38 ⭐
End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
Ddpg 30 ⭐
End to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo
Reinforcement_learning_with_tensorflow 27 ⭐
Minimal implementations of reinforcement learning algorithms by Tensorflow
Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020 143 ⭐
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.
Pyrl 23 ⭐
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
Deep Rl Mxnet 20 ⭐
Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Fast Reinforcement Learning 19 ⭐
Fastai for computer vision and tabular learning has been amazing. One would wish that this would be the same for RL. The purpose of this repo is to have a framework that is as easy as possible to start, but also designed for testing new agents.
Deep Rl Quadcopter 17 ⭐
Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!
D4pg Pytorch 16 ⭐
In Progress : State of the art Distributed Distributional Deep Deterministic Policy Gradient algorithm implementation in pytorch.
Trading_gym 15 ⭐
a unified environment for supervised learning and reinforcement learning in the context of quantitative trading
Tello Rl Yolo 16 ⭐
Tello drone object tracking using object detection (YOLO) and reinforcement learning (DDPG)
Deep Reinforcement Learning Algorithm Collection 27 ⭐
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
Tensorl 12 ⭐
Simple and self-contained TensorFlow implementation of reinforcement learning algorithms for continuous control, integrated with OpenAI Gym and other physics engines.
Asynchronous Ddpg_distributed_tensorflow 11 ⭐
Distributed Tensorflow Implementation of Asynchronous DDPG
Multi Agent Ddpg Using Pttorch And Ml Agents 11 ⭐
A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.
Cat_mouse_continuous_rl 10 ⭐
Using DDPG and A2C reinforcement learning algorithms to solve a math puzzle
Deep Reinforcement Learning Notebooks 12 ⭐
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
Ddpg Using Pytorch And Ml Agents 10 ⭐
A simple example of how to implement vector based DDPG using PyTorch and a ML-Agents environment.
Deep Reinforcement Learning Algorithms 50 ⭐
25 projects in the framework of Deep Reinforcement Learning algorithms: DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
Null 13 ⭐
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
Null 101 ⭐
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math