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59 search results found

Ml Agents ⭐ 15,707

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Projectlearn Project Based Learning ⭐ 2,074

A curated list of project tutorials for project-based learning.

Simulator ⭐ 2,029

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

Pix2pix ⭐ 848

Real-time pix2pix implementation with Unity

Tf Lite Unity Sample ⭐ 780

TensorFlow Lite Samples on Unity

Com.unity.perception ⭐ 740

Perception toolkit for sim2real training and validation in Unity

Animalai Olympics ⭐ 552

Code repository for the Animal AI Olympics competition

Barracuda Release ⭐ 496

Synthdet ⭐ 330

SynthDet - An end-to-end object detection pipeline using synthetic data

Machinelearningroguelike ⭐ 315

A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.

Ngx - Neural network based visual generator and mixer

Zed Unity ⭐ 231

ZED SDK Unity plugin

Roboleague ⭐ 229

A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.

Natml Unity ⭐ 219

High performance, cross-platform machine learning for Unity Engine. Register at https://hub.natml.ai

Marathon Envs ⭐ 176

A set of high-dimensional continuous control environments for use with Unity ML-Agents Toolkit.

Incremental_mpm ⭐ 166

2D implementation of MLS-MPM for simulating soft bodies and fluids

Iml Unity ⭐ 151

This is an interactive machine learning framework for Unity3D. It allows developers the ability to use interactive machine learning in running games.

Robotics Object Pose Estimation ⭐ 116

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

Activeragdollstyletransfer ⭐ 104

Research into locomotion style transfer with Active Ragdolls (using MarathonEnvs +ml_agents)

Unity_ml_agents ⭐ 96

This is the code for "Unity AI" by Siraj Raval on Youtube

Posenet Unity ⭐ 90

PoseNet in Unity

Zerosimrosunity ⭐ 88

Robotic simulation in Unity with ROS integration.

Datasetinsights ⭐ 78

Synthetic Dataset Insights

Ml Agents Hyperparams ⭐ 64

Automated Hyperparameter Search for Unity ML-Agents

Unity_ml_agents_course ⭐ 62

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

Unityvision Ios ⭐ 59

This native plugin enables Unity to take advantage of specific features of Core-ML and Vision Framework on the iOS platform.

Volume Unity Plugin ⭐ 54

A Unity3D plugin for rendering Volume assets

Ultimate Volleyball ⭐ 51

3D RL Volleyball environment built on Unity ML-Agents

Perropastor ⭐ 51

Run Llama based LLMs in Unity entirely in compute shaders with no dependencies

Com.rest.elevenlabs ⭐ 51

A non-official Eleven Labs voice synthesis client for Unity (UPM)

Mujocounity ⭐ 48

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

Unity_ml_agent ⭐ 45

This repository is for Reinforcement Learning algorithms with Unity ML Agent

Unitytensorflowkeras ⭐ 43

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

Pulp Fiction Arkit ⭐ 40

An experiment using Volume to reconstruct Pulp Fiction's dance scene in Augmented Reality

Carposedemo ⭐ 38

Real-time Mobile Car Pose Estimation with CoreML

Unity_ml_agents ⭐ 38

Unity ML-agents Project Repository of RLKorea

Reinforcement Learning With Unity G.e.a.r ⭐ 35

A prototype of an autonomous agent for garbage collection.

Awesome Dotnet Machine Learning ⭐ 32

A collection of some awesome public machine learning framework, tutorial, blogs, library and applications for .NET.

Grid Sensor ⭐ 32

Grid Sensor Components for Unity ML-Agents

Hide Escape ⭐ 31

Hide / Escape submission for the Unity ML-Agents Challenge

Dqn Using Pytorch And Ml Agents ⭐ 31

A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment

Learn Unity Ml Agents Fundamentals Of Unity Machine Learning ⭐ 31

Learn Unity ML-Agents - Fundamentals of Unity Machine Learning, published by Packt

Awesome Gaussian Splatting ⭐ 29

A curated list of resources on Gaussian Splatting techniques, featuring seminal papers, cutting-edge research, practical implementations, and community discussions. Ideal for both beginners and experts.

Package for rapid prototyping of reinforcement learning environments 🚀

Delft Ai Toolkit ⭐ 27

Tool for Prototyping AI Projects

Unity Jumpjump Ml Agents ⭐ 27

The lite edition of 微信跳一跳（JumpJump） developed by Unity with AI developed by ml-agents.

Simpnet Deep Learning In A Shader ⭐ 27

A trainable convolutional neural network inside a fragment shader

Natdevice ⭐ 26

High performance, cross-platform media device streaming for Unity Engine.

The_mayan_adventure ⭐ 26

The Mayan Adventure is an open-source reinforcement learning environment for Unity ML-Agents. In this environment, you train your agent (Indie) to find the golden statue in this dangerous environment full of traps.

Logical Unity for Communicational Interactivity

Deepcrawl ⭐ 25

Deep reinforcement learning for the development of RogueLike games.

Animal Ai ⭐ 24

Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.

Unitydronesim ⭐ 23

Simulating a drone in Unity

MLDB Unity Editor Bindings

Unity_ml_agents_tutorial ⭐ 22

Indoor Pet Detection ⭐ 22

A demo project for indoor pet detection using Unity generated synthetic data.

Drawing Studio ⭐ 21

A creative app with intelligence.

Activeragdollcontrollers ⭐ 20

Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)

Flappy Bird ⭐ 19

Flappy Bird solved using reinforcement learning in Unity with ML-Agents

Ntg Unity ⭐ 17

NTG Unity is a package for running Neural Terrain Generation models inside of Unity.

Fullbodyposeestimation ⭐ 16

Full body pose estimation to be used with HMD (Quest2) built in Unity

Ai Baselines ⭐ 16

ai-baselines is a Reinforcement Learning platform for Swift ecosystem targeting AI researchers. It connects to Unity environment via gRPC and allows you to train baseline TensorFlow models.

Towards Explainable Ai System For Traffic Sign Recognition And Deployment In A Simulated Environment ⭐ 15

This project is part of the CS course 'Systems Engineering Meets Life Sciences I' at Goethe University Frankfurt. In this Computer Vision project, we present our first attempt at tackling the problem of traffic sign recognition using a systems engineering approach.

Metalwarfareml ⭐ 15

Metal Warfare game for ML-Agents challenge

Caraisimulator ⭐ 15

Selfdriving car AI and a simulator to drive in

Unity Computervisionsim ⭐ 14

Computer Vision Simulation in Unity

Deeprl Continuous Control ⭐ 14

Learning Continuous Control in Deep Reinforcement Learning

Moverbots ⭐ 13

A small Unity AI game built with ML-agents v0.5

Microsoftcognitiveservices Unity ⭐ 13

Microsoft Cognitive Services API wrapper for Unity

Machinelearningbodytrackingunity ⭐ 13

This proyect is a system body tracking using Machine Learning in Unity through Barracuda to move avatar 3d model

Gnomansland ⭐ 13

An open-world reinforcement learning playground for gnomes filled with dangerous peril and bountiful treasure.

Flex Ml Agents ⭐ 13

FleX ML Agents Simulation Environment - Forked from ml-agents

Image Synthesis For Machine Learning ⭐ 12

Fork from Unity-Technologies bitbucket. Machine-Learning

Barracuda Release ⭐ 12

Temp storage Unity Inference Engine builds

Spacey Rocket Lander Unity Ml Agents Demo Project ⭐ 12

This project was created for Unity ML-Agents Challenge - https://connect.unity.com/challenges/ml-agents-1

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.

Multiagent Ppo ⭐ 11

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

Ai Parking Unity ⭐ 11

A RL project focussed on autonomous parking, using Unity's MLAgents toolkit.

Magic Leap Floor Detection ⭐ 10

Detect and display the floor in Magic Leap Unity projects with this expansion to the ML SDK Meshing example scene.

Sensorcar ⭐ 10

Software for a self-driving car, based on neural networks. An Unity simulation is provided to run the car.

Aeolus Ocean ⭐ 10

An all-weather, day-and-night, simulator that can be implemented as a digital twin for the autonomous COLREG-compliant navigation of maritime vessels.

Pong AI - A Practical Example of Unity ML Agents Usage in Pong Game

Citylearn ⭐ 10

Official implementation for the paper "CityLearn: Diverse Real-World Environments for Sample-Efficient Navigation Policy Learning" (ICRA2020)

Car Drive ⭐ 10

cAr-drIve - reinforcement learning for simulated self-driving car

Attendar ⭐ 10

ARCore (Android) / desktop app which recognizes student faces and marks their class attendance

1 Hp Wizard ⭐ 10

Spellcasting in Virtual Reality!

Magicleaphandtracking ⭐ 10

A Magic Leap Unity project for demonstrating what can be done with ML hand tracking technology

Landing Starships ⭐ 8

Make autonomous landing rockets using Deep Reinforcement Learning (Unity ML-Agents)

Rl_shooter ⭐ 8

🤖 Creation of an RL environment with Unity, where an agent must learn to survive by moving 🦿 and shooting🔫, using ML-Agents !

Deeprl Navigation ⭐ 8

Deep Reinforcement Learning DQN on Unity ML Agent

Multi_agent_ppo ⭐ 8

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

Mobilenet V2 Unity ⭐ 8

Realtime image classification in Unity Engine.

Example of an agents for neodroid environments 💡

Autonomous Vehicles Mlagents Unity ⭐ 8

Training a car to drive within the lanes in a Unity driving environment

Ddpg Using Pytorch And Ml Agents ⭐ 8

A simple example of how to implement vector based DDPG using PyTorch and a ML-Agents environment.

A project for the DRL framework. AINE means "Agent IN Environment".

Notes of development/analysis topics

Animalai Environment ⭐ 7

Source code for the AnimalAI environment

Marl Simulator ⭐ 7

A Simulation System for Implementing and Testing Multi-Agent Reinforcement Learning Algorithms

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