mlagents

There are 2 repositories under mlagents topic.

kakaoenterprise / JORLDY
Repository for Open Source Reinforcement Learning Framework JORLDY
framework reinforcement-learning gym mlagents pytorch
Language:Python 354
roboserg / RoboLeague
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
rocket-league unity unity3d mlagents mlagent unityml unity-ml-agents unity-ml car-physics rocketleague reinforcement-learning reinforcement-learning-environments deep-reinforcement-learning
Language:C# 297
alxndrTL / Landing-Starships
Make autonomous landing rockets using Deep Reinforcement Learning (Unity ML-Agents)
ml mlagents ppo reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments space spacex starship starship-simulator unity
Language:C# 58
jk96491 / PredatorPrey
Unity로 멀티 에이전트 강화학습(MARL) 수행하기 위한 프레임 워크 제공
marl unity-marl predatorprey mlagents unity3d unity3d-plugin multi-agent-reinforcement-learning unity
Language:C# 23
AmineZouitine / RL_Shooter
🤖 Creation of an RL environment with Unity, where an agent must learn to survive by moving 🦿 and shooting🔫, using ML-Agents !
unity unity3d ai reinforcement-learning mlagents mlagent reinforcement-learning-environments agent shooter deep-reinforcement-learning unityml ml ml-agents
Language:C# 16
alperenkbd / AircraftFighterSimulationUsingMachineLearning
Nowadays Using machine learning methods at simulations systems has been gaining importance with spreading and growing machine learning methods. The main purpose of using simulations get a big gain because of can cause of lots of material and spiritual damages. Simulations can use in the military sector as can use in too diverse areas. developing projects in the defense industry mostly develop as closed source code. So can see open source development in the defense industry is necessary. we build a project that responds to these problems. the project uses web API for getting weather in real-time and uses system time for get three times of the day. uses twelve different simulation environments from three times four. uses Reinforcement learning for training enemy planes. The main motivation for using RL in the project is a success. Used Unity3D game engine, C#(generally) language and Unity Toolkits(MLagents, postprocessing). The aim of authorized persons using aircraft is to destroy the enemy aircraft. The Simulation is supported in English and Turkish. Also developed as supporting other languages structure. The using main aircraft person can control with Arduino-based joystick and keyboard horizontal, vertical buttons.
game-development machine-learning mlagents postprocessing reinforcement-learning serious-game shader simulation unity3d webapi
Language:C# 15
grantgasser / autonomous-vehicles-mlagents-unity
Training a car to drive within the lanes in a Unity driving environment
reinforcement-learning deep-learning deep-reinforcement-learning autonomous-vehicles simulation unity mlagents
Language:C# 15
cxdcxd / RRS
Realistic Robotic Simulator for Pouring Liquids
ros unity3d robotics liquid nvidia flex mlagents kinova-robotics tum
Language:HTML 13
simoninithomas / ml-agents-snowball-fight
A multi-agent environment using Unity ML-Agents Toolkit
mlagents unity3d reinforcement-learning deep-reinforcement-learning unity ai artificial-intelligence deep-learning
10
AmineZouitine / RL_Puzzle
🧩 Create your own puzzle, use my agents to solve it 🤖 try them out! 🧩
mlagent mlagents reinforcement-learning reinforcement-learning-environments unity
Language:C# 8
apanay20 / Crowds-and-ML-Agents
Training of agents using Reinforcement and Imitation Learning to simulate human crowds behavior, using Unity and ML-Agents Toolkit
unity mlagents crowds machine-learning imitation-learning gail
Language:ShaderLab 8
Sebastian-Schuchmann / tf-jam
Tensor Jam with ML-Agents for Unity3D!
machinelearning mlagents unity3d unity tensorflow reinforcement-learning ppo basketball game csharp csharp-code
Language:ShaderLab 7
ivankunyankin / ml_agents_frozen_lake
mlagents reinforcement-learning gym q-learning unity
Language:ShaderLab 6
simoninithomas / MLAgents-Tanks
A multi-agent environment using Unity ML-Agents Toolkit where two agents compete in a 1vs1 tank fight game
ai mlagents pytorch reinforcement-learning unity3d
5
Sookeyy-12 / NeuralNitro-AI
Autonomous Racing Car Learning Environment using Unity and ML-Agents.
deeplearning mlagents reinforcement-learning unity
Language:C# 5
Total-Wipeout-AI
AlexandreSajus / Total-Wipeout-AI
Training an AI for Total Wipeout using Unity MLAgents
mlagents reinforcement-learning unity
Language:C# 3
Amizorach / TanksPowerUp
MLAgents Unity project for Training and tweaking simple Tank agents
mlagents unity ml neural-networks
Language:C# 3
mimisukeMaster / TableTennisAI
A project created with ML-Agents for AIs that play table tennis.
unity ml-agents tabletennis unity3d machine-learning machinelearning mlagents
Language:C# 3
rcoutin / pacmanAI
Pacman AI implementation, credit to Volkan IlBeyli for the PacMan clone base->
mlagents reinforcement-learning pacman unity
Language:C# 3
Roller-Ball-ML-Agents
slimgabsi / Roller-Ball-ML-Agents
Simple ball seeking target
webgl unity mlagents
Language:C# 3
defrag-bambino / Drifting-with-RL
reinforcement-learning reinforcement-learning-environments autonomous-vehicles unity3d mlagents f1tenth
Language:ASP.NET 2
MachineLearning-Birds
Deme94 / MachineLearning-Birds
Most important scripts from my final degree project using MLAgents (Deep Reinforcement Learning) and Unity. It also includes a traditional AI algorithm to be compared with the ML one. Both AIs (ML and heuristic) had very similar results in a bird race, both AI methods are valid for this type of game.
artificial-intelligence machine-learning reinforcement-learning unity mlagents
Language:C# 2
DumortierJens / Parking-AI
Research Project Parking AI
mlagents reinforcement-learning unity
Language:C# 2
jw1401 / UnitySDK-MLAgents-Environments
ML-Agents Training Environments for Reinforcement Learning
mlagents unity3d reinforcement-learning
Language:C# 2
ai-car
rNuv / ai-car
A Self Driving Car, written in the Unity game engine, that uses deep reinforcement learning, ray casting and imitation learning to drive around a track on its own.
csharp mlagents unity-game-engine
Language:C# 2
silviomori / udacity-deep-reinforcement-learning-p3-collab-compet
artificial-intelligence artificial-neural-networks deep-learning deep-reinforcement-learning udacity udacity-nanodegree machine-learning ddpg ddpg-agent maddpg pytorch python unity-agents unity3d ml-agents mlagents ai reinforcement-learning unity-environment deep-neural-networks
Language:Jupyter Notebook 2
anastasiamexa / Intelligent-Agents
Unity project for the course Intelligent Agents.
unity ai csharp mlagents python
Language:C# 1
cegepmatane / projet-specialise-2022-Matheo-Galuba
projet-specialise-2022-Paracetamol56 created by GitHub Classroom
unity mlagents ai
Language:ShaderLab 1
Football
cemtas81 / Football
football against ai
mlagents unity
Language:C# 1
IDavron / TrainTheDog
Unity ML Agents project to train a virtual dog to use a tray
machine-learning mlagents reinforcement-learning unity
Language:C# 1
Jumalita / Unity_MLAgents-ShootAndDodge
This is a ML Unity project that works with ML agents RL to train a flying-trigger enemy NPC.
ia mlagents reinforcementlearning unity unity2d
Language:C# 1
RazNayr / Multi-Agent-Racing
A comparison between Reinforcement and Imitation Learning techniques for Multi-Agent 3D Racing using sensor-based approaches.
artificial-intelligence imitation-learning mlagents ppo racing sac unity
Language:C# 1
regismeyssonnier / CarGame
Car game made with unity
car gail game mlagents ppo unity
Language:C# 1
ReinforcementLearning_PhysicsCar
SasukeVapes / ReinforcementLearning_PhysicsCar
Reinforcement learning approach to physics based car which learns to avoid obstacles. Project was made in Unity, using MLAgents, reinfercement learning and C# scripts. The car recieves positive reward for driving into the goal and negative reward for driving into the walls, obstacles or for circling around.
reinforcement-learning unity cars machine-learning mlagents physics-simulation
Language:C# 1
SkyTech6 / NineMensMorris
An experiment in teaching a neural network how to play the popular medieval English version of Nine Men's Morris using Unity3D 2020.1 and TensorFlow with adversarial self-play and PPO.
machine-learning unity3d mlagents nine-mens-morris ninemensmorris medieval-game artificial-neural-networks
Language:ShaderLab 1
Yuulis / EL_3Floor
Learning how to climb up to the 3rd floor.
mlagents ml machine-learning reinforcement-learning reinforcement-learning-environments csharp python
Language:C# 1

mlagents

kakaoenterprise / JORLDY

roboserg / RoboLeague

alxndrTL / Landing-Starships

jk96491 / PredatorPrey

AmineZouitine / RL_Shooter

alperenkbd / AircraftFighterSimulationUsingMachineLearning

grantgasser / autonomous-vehicles-mlagents-unity

cxdcxd / RRS

simoninithomas / ml-agents-snowball-fight

AmineZouitine / RL_Puzzle

apanay20 / Crowds-and-ML-Agents

Sebastian-Schuchmann / tf-jam

ivankunyankin / ml_agents_frozen_lake

simoninithomas / MLAgents-Tanks

Sookeyy-12 / NeuralNitro-AI

AlexandreSajus / Total-Wipeout-AI

Amizorach / TanksPowerUp

mimisukeMaster / TableTennisAI

rcoutin / pacmanAI

slimgabsi / Roller-Ball-ML-Agents

defrag-bambino / Drifting-with-RL

Deme94 / MachineLearning-Birds

DumortierJens / Parking-AI

jw1401 / UnitySDK-MLAgents-Environments

rNuv / ai-car

silviomori / udacity-deep-reinforcement-learning-p3-collab-compet

anastasiamexa / Intelligent-Agents

cegepmatane / projet-specialise-2022-Matheo-Galuba

cemtas81 / Football

IDavron / TrainTheDog

Jumalita / Unity_MLAgents-ShootAndDodge

RazNayr / Multi-Agent-Racing

regismeyssonnier / CarGame

SasukeVapes / ReinforcementLearning_PhysicsCar

SkyTech6 / NineMensMorris

Yuulis / EL_3Floor