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34 search results found

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Minimalrl ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Ddpg Keras Torcs ⭐ 595

Using Keras and Deep Deterministic Policy Gradient to play TORCS

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

Reinforcement Learning Algorithms ⭐ 407

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)

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Pytorch Ddpg Naf ⭐ 304

Implementation of algorithms for continuous control (DDPG and NAF).

Uav Ddpg ⭐ 297

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

Input Convex Neural Networks

Pytorch Ddpg ⭐ 207

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Motion Planner Reinforcement Learning ⭐ 175

End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo

Deeprl Tensorflow2 ⭐ 139

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

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Deep Reinforcement Learning With Python ⭐ 94

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

A Deep Rl Approach For Sdn Routing Optimization ⭐ 90

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

Openaigym ⭐ 86

Solving OpenAI Gym problems.

Deep reinforcement learning for recommendation system

Dqn_ddqn_dueling_and_ddpg_tensorflow ⭐ 57

Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

Learning2run ⭐ 53

Our NIPS 2017: Learning to Run source code

Reinforcementlearning ⭐ 48

Reinforcing Your Learning of Reinforcement Learning

Policy Gradient Methods ⭐ 35

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

☔ Deep RL agents with PyTorch☔

Startrader ⭐ 28

This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.

Reinforcement_learning_with_tensorflow ⭐ 25

Minimal implementations of reinforcement learning algorithms by Tensorflow

Trading_gym ⭐ 25

a unified environment for supervised learning and reinforcement learning in the context of quantitative trading

Deep Developmental Reinforcement Learning

Ddpg Pytorch ⭐ 21

Deep Deterministic Policy Gradient implemented in PyTorch for DeepMind Control Suite

Awesome Deep Reinforcement Learning ⭐ 21

A collection of resources about deep reinforcement learning

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Webdl Ddpg ⭐ 16

Deep Deterministic Policy Gradient with WebGL and CUDA

Deep Rl Mxnet ⭐ 16

Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO

Deep Rl Quadcopter ⭐ 16

Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

Clean Python Implementation of the Deep Deterministic Policy Gradients Algorithm

Continuous Rl ⭐ 15

Pytorch Rl ⭐ 14

Pytorch Implementation of RL algorithms

Deep Reinforcement Learning ⭐ 14

To keep track and showcase

Series of deep reinforcement learning algorithms 🤖

Mlagents ⭐ 13

This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.

Tensorflow implementation of Deep Deterministic Policy Gradients

Drlnd Udacity ⭐ 10

Deep Reinforcement Learning Nanodegree program from Udacity

Cat_mouse_continuous_rl ⭐ 10

Using DDPG and A2C reinforcement learning algorithms to solve a math puzzle

Tensorflow implementation of a Deep Deterministic Policy Gradient (DDPG) network, trained on OpenAI Gym environments.

10707 Deep Learning Project ⭐ 10

Deep Learning Course Project

Policy_based_rl ⭐ 10

The implement of the policy gradient RL algorithm with pytorch

Reinforcement ⭐ 10

Learning to Reinforcement Learn

Rltutorialkeras ⭐ 10

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Banrinochoujou ⭐ 9

これは　万里の長城　です〜

Example of an agents for neodroid environments 💡

Deep Reinforcement Learning With Pytorch ⭐ 8

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

Deep reinforcement learning framework for fast prototyping based on PyTorch

Ddpg Tensorflow ⭐ 8

a simple demo of pendulem control using DDPG algorithm

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Quadcopter Deep Reinforcement Learning ⭐ 7

Train a quadcopter to fly with a deep reinforcement learning algorithm - DDPG

Ddpg Gait ⭐ 7

Deep Reinforcment Learning - a robot learns to walk

A generic, easy to use, and keras-compatible deep RL framework

Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.

Deep Deterministic Policy Gradients in TF r2.0

Deep Reinforcement Learning repository

Deep_reinforcement_learning ⭐ 6

Train agents to walk, drive by themself using Unity ML Agent, OpenAI Gym and PyTorch

Rlcontrol ⭐ 6

Implementation of Continuous Control RL Algorithms

Ddpg Mujoco ⭐ 6

Solving MuJoCo environments with Deep Deterministic Policy Gradients

Ddpg Airsim Drone Obstacle Avoidance ⭐ 5

Using DDPG and ConvLSTM to control a drone to avoid obstacle in AirSim

Machine_learning_deep_learning_nanodegree_quadcopter_rl_project ⭐ 5

DDPG deep reinforcement learning agent for a simulated quadcopter. For Udacity's Machine Learning Engineer and Deep Learning Nanodegrees.

Deeprl Ai ⭐ 5

Deep Reinforcement Learning and Artificial Intelligence in Robotics

Deep_reinforcement_learning ⭐ 5

Deep Reinforcement Learning Algorithms in PyTorch

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