unity-ml-agents

simoninithomas/unity_ml_agents_course

Learn to create agents in Unity ML using Deep Reinforcement Learning with Tensorflow.

losttech/Gradient-Samples

Samples for TensorFlow binding for .NET by Lost Tech

princeton-vl/PackIt

Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"

jsztompka/MultiAgent-PPO

Proximal Policy Optimization with Beta distribution - uses multi agent Unity ML Tennis

faildeny/Multi_Agent_PPO

Multi agent PPO implementation in Pytorch for Unity ML Agents environments.

hyunho1027/Unity_ML_Agents_Tutorial

bryanat/Reinforcement-Learning-Unity-3D-Packing

3D Packing with Deep Reinforcement Learning using Unity ML-Agents (AI)

kinwo/deeprl-continuous-control

Learning Continuous Control in Deep Reinforcement Learning

Stepan-Makarenko/ICM-PPO-implementation

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML

aweeraman/reinforcement-learning-continuous-control

Continuous Control with deep reinforcement learning where the agent must reach a moving ball with a double jointed arm

OzAltagar7/Smarticar

A self driving car created using Unity ML-Agents

ucaiado/banana-rl

Train an agent using RL to navigate (and collect bananas) in a large, square world

erupturatis/Age-of-war-unity-clone

Age of war clone made in unity in order to speed up the neat algorithm training process. The values are extracted from the original game. It Communicates with a python script

katnoria/unityml-tennis

In this repo, I implement deep deterministic policy gradients and multi-agent deep deterministic poilicy gradients to solve the Tennis enironment (Unity ML-Agents)

princeton-vl/PackIt_Extra

Code for generating data in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"

rwachters/Reinforcement_Learning

RL Algorithms with examples in Python / Pytorch / Unity ML agents

thedatamonk/Unity-Tennis-Competition

Project 3 of Udacity Deep Reinforcement Learning Nanodegree

yasirrhaq/Learning-to-kart

I tried to train AI to learn how to kart with Reinforcement Learning using UnityML-Agents

aweeraman/reinforcement-learning-tennis

Deep Reinforcement Learning: Two Competing Tennis Playing Agents

derektan95/Deep-Reinforcement-Learning-Algorithms

A collection of algorithms for Deep Reinforcement Learning (DRL). Algorithms covered include Value-Based, Policy-Based and Actor-Critic Methods.

jannesDoege/custom-DQN-RL-with-unity-ml-agents

AkshayS21/Reacher-Environment-Continuous-Control-with-DDPG-algorithm

Implementation of the DDPG algorithm to solve Continuous Control Reacher Environment

DerCodeHahn/AIMMO

AI based Massive Multiplayer Online Simulation

hishamcse/DRL-Renegades-Game-Bots

A collection of my implemented RL agents for games like Pacman, Pong, SpaceInvaders, Frozenlake, Taxi, Pixelcopter, Pyramids and a lot more by implementing various DRL algorithms using gym, unity-ml, pygame, sb3, rl-zoo and pandagym libraries. To see more advanced & interesting agents, please visit below link:

JulianCatnip/atst-walker-agent

Concept and development of a walking AT-ST Walker (Starwars) ML-agent.

rohbot/drl-continuous-control

Continuous Control Project for Deep Reinforcement Learning Nanodegree

ucaiado/reacher-rl

Keeping the double-jointed arm hand in the green sphere

1jsingh/rl_navigation

Navigating a banana world using Dueling Double DQN network

EbonGit/ML_Robot

Repository for the project ML_Robot, a quadruped robot for the implementation of artificial intelligence.

paulinamoskwa/MLAgents-Unity-Starter

First steps in ML-Agents and Unity 🤖

RobertoGEMartin/Udacity-DeepRL-ND-P2

Code to train a RL agent to solve the Reacher environment [Unity ML-Agents]

ShivankYadav/BananaPicker-Navigation

We train an agent to manuver in a 3-D environment avoiding blue bananas and picking yellow ones as fast as possible.

julesser/DeepRL-P2-ContinuousControl

Project 2 of Udacity's Deep Reinforcement Learning Nanodegree Program

soliao/Navigation-AI-Agent

Navigation project environment from Unity ML-Agents

TobiasSunderdiek/my-udacity-deep-reinforcement-learning-solutions

Some of my solutions of the exercises and all my projects of the Udacity Deep Reinforcement Learning Nanodegree https://www.udacity.com/course/deep-reinforcement-learning-nanodegree--nd893