Ramc26/ContextAI

ContextAI is a Flask microservice that lets you feed in any paragraph and a tricky sentence, then returns a concise, context-aware English explanation and a warm, conversational Telugu translation

Language: Python - Size: 5.86 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

huggingface/Huggy

Huggy is a Unity ML-Agents environment showcasing a dog mastering stick-catching through deep reinforcement learning.

Size: 6.84 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 3

leehe228/LogisticsEnv

UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D

Language: C# - Size: 1.31 GB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 94 - Forks: 12

Kinds-of-Intelligence-CFI/animal-ai

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

Size: 459 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 69 - Forks: 9

StepNeverStop/RLs

Reinforcement Learning Algorithms Based on PyTorch

Language: Python - Size: 11.7 MB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 449 - Forks: 93

IliaTrofimov/UnityDroneSim

Simulating quadcopter drone in Unity

Language: Jupyter Notebook - Size: 540 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

Unity-Technologies/ml-agents-dodgeball-env

Showcase environment for ML-Agents

Language: C# - Size: 77.2 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 70 - Forks: 16

dilmerv/UnityMLEssentials

Various examples of ml-agents while teaching concepts about it in YouTube

Language: C# - Size: 438 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 112 - Forks: 28

EricBatlle/UnityNeuralNetwork

🧠🤖Unity Neural Network (Genetic, Unsupervised)

Language: ShaderLab - Size: 7.65 MB - Last synced at: 17 days ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 1

TotalAI/TotalAI

A Complete Open Source Agent AI Framework For Unity

Language: C# - Size: 806 KB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 54 - Forks: 7

Unity-Technologies/obstacle-tower-env

Obstacle Tower Environment

Language: Python - Size: 2.94 MB - Last synced at: 29 days ago - Pushed at: almost 5 years ago - Stars: 547 - Forks: 125

StefanoCecere/GameLab_AI_Unity

Game AI lab for Unity

Language: C# - Size: 152 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1

MKBasaran/ml-agents Fork of DennisSoemers/ml-agents

Multi-agent reinforcement learning in Unity’s Soccer Twos environment using POCA. Features enhanced observation memory, custom reward shaping, and optimized training configurations. Analyzes ELO performance, computational efficiency, and training trade-offs. Based on Dennis Soemers’ ML-Agents fork.

Language: C# - Size: 2.83 GB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

huypham37/AIML-UM-14

Maastricht University CS Bachelor Project 2-1

Language: C# - Size: 154 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Alexiush/ML-Agents-Configuration

Automated generation and management of config files for Unity ML-Agents

Language: C# - Size: 2.9 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Unity-Technologies/ml-agents-dots

DOTS compatible version of ML-Agents

Language: C# - Size: 3.96 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 13

ptakpiotr/MLAgents2DGame

Language: ShaderLab - Size: 1.04 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

lukehollis/hack-mesh

Low-powered adhoc mesh network capable of anomalous RF signal analysis

Language: C++ - Size: 8.65 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 3 - Forks: 1

braydenoneal/ai-pong-unity

Training a neural network to play Pong in Unity using ML-Agents

Language: C# - Size: 63.8 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

DevSlem/AINE-DRL

AINE-DRL is a deep reinforcement learning (DRL) baseline framework. AINE means "Agent IN Environment".

Language: Python - Size: 39.3 MB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 2

Yuulis/UNO-Game

UNO made with Unity.

Language: C# - Size: 1.92 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 2

kcasl/RL-Spaceship-Route-optimization

Reinforcement Learning - Route Optimization with Unity - ML-agents

Language: C# - Size: 7.73 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

dd-jero/Multi-Lane-Autonomous-Driving-Based-on-Deep-Reinforcement-Learning-Considering-Obs-TrafficSig

심층강화학습기반 장애물과 신호등을 고려한 다차선 자율주행 연구

Language: ASP.NET - Size: 61.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

rafaelribeiro1510/Ball-Sort-Puzzle-RL

2nd Project for IART Course

Language: C# - Size: 41 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

kcasl/Adversarial-RL-Research

Language: C# - Size: 7.19 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

huggingface/Unity-MLAgents-LoadFromHub-Assets

Unity scripts and UI for easily loading models from the Hugging Face Hub

Size: 1.14 MB - Last synced at: 4 days ago - Pushed at: 12 months ago - Stars: 4 - Forks: 2

udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 4,896 - Forks: 2,344

Hemanth759/Path-Finder-Drone

This repository contains the Unity simulation of drones and their path finding AI mechanics.

Language: C# - Size: 762 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 7 - Forks: 4

mimisukeMaster/TableTennisAI

A project created with ML-Agents for AIs that play table tennis.

Language: C# - Size: 789 MB - Last synced at: 28 days ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

Nenniana/MiniAdventureML

MiniAdventureML is a Unity project using ML-Agents to train AI in a survival game where the agent must gather resources, craft tools, and build a fire before dying of cold. Developed as part of a Games thesis at I.T. University of Copenhagen.

Language: C# - Size: 88.5 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

merlijn1411/ML-Deep-Reinforcement-Learning

Size: 405 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Nenniana/MinesweeperML

MinesweeperML is a Unity project utilizing ML-Agents to train AI agents to play Minesweeper. Developed as part of a Games thesis at I.T. University of Copenhagen, it provides a platform for experimenting with reinforcement learning in a classic puzzle game environment.

Language: C# - Size: 77.6 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Faulo/NanoMixture

Spring Game Jam 2020

Language: ShaderLab - Size: 139 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Andre-Seiji/Unity-Drifting-AI

AI model trained for driving in Unity ml-agents

Language: C# - Size: 7.94 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

omarathon/rl-multi-agent-car-parking

Multi-Agent Car Parking using Reinforcement Learning.

Language: C# - Size: 86.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 11 - Forks: 2

simoninithomas/the_mayan_adventure

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.

Language: ShaderLab - Size: 222 MB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 36 - Forks: 9

amazon7737/Reinforcement-Learning-Robot-Arm-Movements

This study introduces a reinforcement learning approach to enhance the flexibility and adaptability of robotic arms, enabling diverse movements with flexible targets, surpassing traditional fixed-position methods.

Language: C# - Size: 92.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

duyhho/AI-Empowered-Robotics

Active Research in AI-Empowered Robotics

Language: C# - Size: 2.9 GB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

marvin-oh/batting-env

Batting Environment for Reinforcement Learning with ML-Agents

Language: C# - Size: 24.5 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

marvin-oh/three-sided-football-env

Three-sided Football Environment for Reinforcement Learning with ML-Agents

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

jorgeberrezueta/Ecoterrarium

Unity game with reinforcement learning integration.

Language: C# - Size: 12.6 MB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Sebastian-Schuchmann/AI-Mouse-Collects-Cheese-Unity-ML-Agents

Simple Machine Learning project for everybody trying to learn the ML-Agents framework

Language: C# - Size: 35.2 MB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

KushagraYashu/iPark

A respository containing the final year project of my bachelor's program. It is an intelligent parking system (RL model for parking) in Unity Game Engine.

Language: ShaderLab - Size: 1.46 GB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

marlon360/robot-mlagents

A metallic waste collection robot simulation. Driven by ml-agents in Unity3D.

Language: C# - Size: 13.9 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1

SebastianNeiswanger/cooking.ai

This repo is dedicated to the creation of a diner dash like game where the character is controlled by a trained ai. This game will be made in Unity and use the ml-agents add-on

Language: C# - Size: 58.9 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

manvimadandotai/Becoming-ML_engineer

This repository documents my journey to become a Machine Learning Engineer. It contains the list of projects undertaken, books read, courses pursued and almost everything I did in the process. So follow along or diverge to you own path, each way, I believe this will add value to any data professional / enthusiast.

Size: 106 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 28 - Forks: 4

Sohojoe/ActiveRagdollControllers

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

Language: C# - Size: 115 MB - Last synced at: 16 days ago - Pushed at: over 6 years ago - Stars: 34 - Forks: 3

chaningdev/RL-Drone-Challenge-with-Unity

Drone challenge with ML-Agents

Language: ASP.NET - Size: 370 MB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

gregoriomezquita/ml-agents

Deep Reinforcement Learning in Unity ML Agents

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

cjm715/deep-Q-learning

Deep Q-Learning of Unity's Banana environment

Language: Python - Size: 25.2 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

jmdieguez/unity-ai

Proyecto de entrenamiento de modelos de IA con aprendizaje por refuerzo (reinforcement learning) en Unity. Corresponde al trabajo práctico grupal de la materia INTELIGENCIA ARTIFICIAL (9525) de la Facultad de Ingeniería de la Universidad de Buenos Aires. Link a la demo (el comportamiento de los agentes puede verse afectado de forma negativa):

Language: C# - Size: 8.7 GB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 3

ostamand/tennis 📦

Multi-Agent reinforcement learning with Unity ML-Agents Tennis environment.

Language: Python - Size: 1.42 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

ostamand/continuous-control 📦

Continuous control for Unity ML-Agents Reacher & Crawler environment.

Language: Python - Size: 37.2 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 2

ostamand/banana-collector 📦

Deep Q-network for Unity ML-Agents Banana Collector environment.

Language: Jupyter Notebook - Size: 46.3 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 3

Sebastian-Schuchmann/Self-Play-TicTacToe-AI-ML-Agents-

A Self Play reinforcement learning Agent learns to play TicTacToe using the ML-Agents Framework in Unity.

Language: C# - Size: 8.4 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 9

AuroAi/learning-to-drive

A Beginners Guide to Deep RL for Autonomous Vehicles

Language: C# - Size: 5.5 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 7

Coac/GPyOpt-ml-agents

Gaussian process optimization using GPyOpt for Unity ML-Agents Toolkit

Language: Python - Size: 266 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 9 - Forks: 1

pwrdc/TransdecEnvironment

Unity model of TRANSDEC facility for RoboSub 2019

Language: HTML - Size: 429 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2

sriramjaju/deep-deterministic-policy-gradient

Deep Deterministic Policy Gradient

Language: Python - Size: 3.73 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

ImSOLty/On-The-Waves

🚤🏖️BOATS DO VZHHHHH BBBDROOM, BEEEEP, BEEEP, GNAA, HONK, VZHHHHHHHHHHHHHH🏖️🚤

Language: C# - Size: 346 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Sebastian-Schuchmann/WorldHardestGameAI-Unity3D

An ML implementation of the popular game "World Hardest Game" in Unity3D with ML-Agents.

Language: C# - Size: 208 MB - Last synced at: 12 months ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

JeremieGince/MAVControlWithSNN

Control of a MAV in a Unity environment with an spiking neural network optimized by Proximal Policy Optimization in Pytorch.

Language: Rich Text Format - Size: 258 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

danliukuri/AutonomousParking

Simulation of car parking in different parking lots using Unity ML-Agents

Language: C# - Size: 1.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

teddante/CSC-30014-Project

This is a project is about simplifying someone's experience of finding the fastest way around a racetrack and this project logs my attempt to use Unity and its Machine Learning Agents component to find the fastest line around a track while providing a sufficient simulation of a car.

Language: C# - Size: 18.5 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

CinderScript/pixel_walker

Virtual autonomous robot interfacing with GPT-3 and trained using ml-agents. YouTube: https://www.youtube.com/watch?v=rsf0pJBeS-w

Language: C# - Size: 1.11 GB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

NaughtFound/active-inference-mcp

Deep Active Inference of Mountain Car Problem

Language: C# - Size: 3.47 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

jk96491/Unity-ML-Agents

Unity 강화학습 알고리즘 및 게임 환경을 제공합니다.

Language: ASP.NET - Size: 33.8 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

sriramjaju/deep-q-network

This project uses Deep Q Network(DQN) to train an agent to navigate a large, square world to collect yellow bananas and avoid blue bananas.

Language: Python - Size: 20.6 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

Tearth/Neural-Rocket

Neural network learning how to launch rocket into space. Based on Unity and ML-Agents.

Language: C# - Size: 32.8 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 0

W298/ml-playground

Train agents in various environment using unity ml-agents

Language: C# - Size: 59.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

paulinamoskwa/MLAgents-Unity-Starter

First steps in ML-Agents and Unity 🤖

Size: 19 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

rapsealk/gym-navops

OpenAI Gym interface for NavOps environment.

Language: Python - Size: 46.9 KB - Last synced at: 30 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

mchancan/citylearn

Official implementation of paper "CityLearn: Diverse Real-World Environments for Sample-Efficient Navigation Policy Learning" by M. Chancán (ICRA 2020) https://doi.org/10.1109/ICRA40945.2020.9197336

Language: C# - Size: 159 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 5

z1skgr/RH_-drive_car

RH algorithm for player performance analysis in Unity

Language: C# - Size: 16.9 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

marcaureln/pong-ml-agents

This is a simple implementation of the Pong game using the Unity ML-Agents Toolkit.

Language: C# - Size: 137 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

W298/ml-playground-battle

Train agent to do melee combat (1 vs 1, many vs many) in limited area.

Language: C# - Size: 9.03 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

StepNeverStop/UnityEnvs

Reinforcement Learning Environments with ML-Agents.

Language: C# - Size: 162 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

tetr4lab/mla-Reversi

Unity's ML-Agents to turn-based games

Language: C# - Size: 30.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

JulianCatnip/atst-walker-agent

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

Language: C# - Size: 20.8 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

dhyeythumar/mlagents-video-streamer

📽 Python package to live stream ML-Agents training process from Google Colab to Twitch/YouTube server.

Language: Python - Size: 22.9 MB - Last synced at: 20 days ago - Pushed at: about 3 years ago - Stars: 13 - Forks: 4

aguerrero232/self-driving-object-detection-ai

Object Detection for Self-Driving UGV Using LiDAR and RGB Data

Size: 12 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

syalabi-seet/adaptive-solar-tree

The purpose of this project is to train an adaptive solar panel robotic system using reinforcement learning combining shadow detection and solar tracking to maximize power outputs

Language: ASP.NET - Size: 204 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

MAPLELEAF3659/snake-game-ml-agent

An AI playing snake game. Made in Unity.

Language: ShaderLab - Size: 1.23 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

maxiwoj/car_racer_ml_agents

Reinforcement learning solution for 3d racing car

Language: C# - Size: 145 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

napatsaha/Robot-Arm-RL

Reinforcement Learning with Robot Arm

Language: Python - Size: 47.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Sohojoe/ActiveRagdollAssaultCourse

Research into Assault Course for training Active Ragdolls (using MujocoUnity+ml_agents)

Language: C# - Size: 123 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 36 - Forks: 5

naotiki/Jiyukenkyu2021

機械学習でパッ○マンをプレイさせる

Language: ASP.NET - Size: 167 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Elvis-Jagger-Abdul-Jabbar/Final-Year-Project

Final year project

Language: C# - Size: 128 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

xkiwilabs/DQN-using-PyTorch-and-ML-Agents

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

Language: Python - Size: 6.65 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 82 - Forks: 17

xkiwilabs/Multi-Agent-DDPG-using-PTtorch-and-ML-Agents

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

Language: Python - Size: 2.55 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 27 - Forks: 9

DT6A/multi-agent-emergence-unity

Reproduction of environment from paper "Emergent Tool Use From Multi-Agent Autocurricula" with Unity and ML-Agents

Language: C# - Size: 39.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

dhyeythumar/BoatAttack-with-ML-Agents

Applying ML-Agents to the Unity's Boat Attack env. ⛵️

Language: C# - Size: 593 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 0

Apolok99/ML-Agents-Fighting-Animations

Unity project with an AI that creates procedural animations of combat defense

Language: C# - Size: 366 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

dhyeythumar/ML-Agents-with-Google-Colab

Train reinforcement learning agent using ML-Agents with Google Colab.

Language: Jupyter Notebook - Size: 76.4 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 31 - Forks: 3

Ashwanikumarkashyap/air-hockey-with-unity-ml-agents-reinforcement-learning

In the project, I started off by doing a Humming Bird tutorial from Unity-Learn to get an idea about ML-Agents, reinforcement learning, and training a model. Simultaneously, I got the chance to explore the Unity Editor and tried out building the entire scene. While training the bird’s model, I understood a lot about hyperparameters which I then tweaked and tuned to try out new models, the trial and testing sometimes gave horrible results making me realize how much a change in a parameter could affect the performance of a model. Once I was through the tutorial and had a basic understanding of how ML-Agents work, I decided to build other games and empower them with ML-Agents. I chose Air Hockey where wrote my own observations and change the config file to train the model in such a way that it performs best. Initially, I was lost, but then gradually figured out how to train the player similar to the hummingbird. It didn't work out great at the beginning, then I added our own observations, rewards, made some code changes, and provided a scoring UI to finally create an amazing ML-Agent that was smart enough to never let us win!!

Language: ShaderLab - Size: 54.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

DanAmador/SumoRobot

A small game about sumo with hover cars that featuring autonomous agents trained with reinforcement learning with the ML Agents package

Language: C# - Size: 304 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

AlessandroBarbiero/SwarmRobots Fork of tcarausu/SwarmRobots

Deep Reinforcement Learning techniques (PPO) applied to Swarm Robotics, focusing on defining stimulating environments and communication patterns in Search and Rescue scenario

Language: C# - Size: 781 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dealexce/FactoRL-Assets

a graduation project on reinforcement learning in smart manufacturing scenarios

Language: C# - Size: 589 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

CubeMD/ML-Agents-Config-Manager

Tools for generating multiple configs from a single one and scheduling training runs for all configs in the folder

Language: Python - Size: 77 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

AnkurDeria/Obstacle-Avoiding-AI-Car-Mlagents

Obstacle avoiding self driving car made with Unity ML Agents.

Language: C# - Size: 538 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0