Implemented a deep deterministic policy gradient with a neural network for the OpenAI gym pendulum environment.

Fully Functional

CS294 final project

Using Keras and Deep Deterministic Policy Gradient to play TORCS

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

Fully Functional

This project is an exercise in reinforcement learning as part of the Machine Learning Engineer Nanodegree from Udacity. The idea behind this project is to teach a simulated quadcopter how to perform some activities.

Implementation of some RL algorithms

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

Two Deep Reinforcement Learning agents that collaborate so as to learn to play a game of tennis.

My RL learning repository

CS234 Project, Winter 2019

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

Implementation of Deep Deterministic Policy Gradient learning algorithm

Models library for training one's computer

MAGNet: Multi-agents control using Graph Neural Networks

Project for INF8225 TP4

Deep Deterministic Policy Gradients in TF r2.0

Highly modularized implementation of popular deep RL algorithms by PyTorch

Deep deterministic policy gradients + supervised learning for car steering control

A small demo of the DDPG algorithm using a toy env from the OpenAI gym, presented in the paper "Continuous control with deep reinforcement learning" by Lillicrap et al.

A deep reinforcement learning library in tensorflow

Continuous Control with Deep Reinforcement Learning

Deep learning and reinforcement learning!

dlnd projects

This tool is developed to scrape twitter data, process the data, and then create either an unsupervised network to identify interesting patterns or can be designed to specifically verify a concept or idea.

Actor-Critic methods: Deep Deterministic Policy Gradients on Walker env

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG]

Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

Using deep reinforcement learning (DDPG & A3C) to solve Acrobot

DDPG implementation for collaboration and competition for a Tennis environment.

This repository contains: 1. Unofficial code for paper "The Cross Entropy Method for Fast Policy Search" 2. Unofficial code for paper "Continuous control with deep reinforcement learning" 3. Unofficial code for paper "Deep Reinforcement Learning with Double Q-learning"

Distributed Tensorflow Implementation of Continuous control with deep reinforcement learning (DDPG)

My solution to Collaboration and Competition using MADDPG algorithm, Udacity 3rd project of Deep RL Nanodegree from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

DDPG on OpenAI Gym Pendulum

Implementation of Deep Deterministic Policy Gradient algorithm in Unity environment

Tensorflow implementation of Deep Deterministic Policy Gradients

This is a baselines DDPG implementation with added Robotic Auxiliary Losses

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

baseline DDPG implementation less than 400 lines

A biologically inspired, hierarchical bipedal locomotion controller for robots, trained using deep reinforcement learning.

Deep Deterministic Policy Gradient (Deep RL algorithm)

Reinforcement Learning

An implementation of the Normalized Advantage Function Reinforcement Learning Algorithm with Prioritized Experience Replay

Repository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.

Reinforcement Learning Server

Deep Reinforcement Learning Agent that solves a continuous control task using Deep Deterministic Policy Gradients (DDPG)

This is a TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DDPG)

Deep Reinforcement Learning Nanodegree project on continuous control, based on the DDPG algorithm.

This repo is for policy gradient method

"The Intern"--My code for RL applications at IIITA.

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

Deep Reinforcement Learning for Keras.

practice about reinforcement learning, including Q-learning, policy gradient, deterministic policy gradient and deep deterministic policy gradient

Repository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.

Deep Deterministic Policy Gradient (DDPG) implementation using Pytorch

Tensorflow implementation of the DDPG algorithm

Two agents cooperating to avoid loosing the ball, using Deep Deterministic Policy Gradient in Unity environment

Project with Udacity

PyTorch deep reinforcement learning library focusing on reproducibility and readability.

Reinforcement learning environments with musculoskeletal models

Implementation of some common RL models in Tensorflow

solving openai gym environments

Reinforcement Learning

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

Deep Deterministic Policy Gradients RL algo

[Unofficial] Udacity's How to Train a Quadcopter Best Practices

Multi-Agent Deep Deterministic Policy Gradient applied in Unity Tennis environment

Simple scripts concern about continuous action DQN agent for vrep simluating domain

On/off-policy hybrid agent and algorithm with LSTM network and tensorflow

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Implimenting DDPG Algorithm in Tensorflow-2.0

Deep Deterministic Policy Gradient (DDPG) implemented for the unity Reacher Environment

Framework for deep reinforcement learning.

Deep Reinforcement Learning

Helper for NeurIPS 2018 Challenge: AI for Prosthetics

Project to evaluate D2C approach and compare it with DDPG

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

Udacity project for teaching a Quadcoptor how to fly.

Solution

Models library for training one's computer

Implementation of DDPG (Modified from the work of Patrick Emami) - Tensorflow (no TFLearn dependency), Ornstein Uhlenbeck noise function, reward discounting, works on discrete & continuous action spaces

lis version 1 for private

Reinforcement learning homework IBIO4615

Mobile robot control in V-REP using Deep Reinforcement Learning Algorithms.

Deterministic Policy Gradient using torch7

This repository serves as the collaboration of practical project NST.

Deep Deterministic Policy Gradient