Projects in Awesome Lists tagged with ml-agents

https://github.com/udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms

Last synced: 19 Jul 2025

https://github.com/Unity-Technologies/obstacle-tower-env

Obstacle Tower Environment

deep-learning gym-environment ml-agents reinforcement-learning unity-3d

Last synced: 01 Apr 2025

https://github.com/unity-technologies/obstacle-tower-env

Obstacle Tower Environment

deep-learning gym-environment ml-agents reinforcement-learning unity-3d

Last synced: 13 Apr 2025

https://github.com/StepNeverStop/RLs

Reinforcement Learning Algorithms Based on PyTorch

deep-reinforcement-learning gym ml-agents pytorch reinforcement-learning reinforcement-learning-algorithm sac training-agents unity3d

Last synced: 24 Apr 2025

https://github.com/dilmerv/unitymlessentials

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

csharp machine-learning ml-agents tensorflow unity

Last synced: 06 Apr 2025

https://github.com/unity-technologies/ml-agents-dodgeball-env

Showcase environment for ML-Agents

game-development machine-learning ml-agents reinforcement-learning reinforcement-learning-environments unity unity3d

Last synced: 16 Aug 2025

https://github.com/TotalAI/TotalAI

A Complete Open Source Agent AI Framework For Unity

ai deep-reinforcement-learning fsm goap ml-agents open-source unity utility-ai

Last synced: 25 Apr 2025

https://github.com/Sohojoe/ActiveRagdollControllers

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

deep-learning deep-reinforcement-learning deepmind ml-agents neural-networks openai reinforcement-learning unity unity3d video-games

Last synced: 25 Apr 2025

https://github.com/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.

deep-reinforcement-learning ml-agents reinforcement-learning unity unity3d

Last synced: 23 Apr 2025

https://github.com/dhyeythumar/ml-agents-with-google-colab

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

google-colab ml-agents reinforcement-learning-environments training-environment unity-engine

Last synced: 09 Oct 2025

https://github.com/unity-technologies/ml-agents-dots

DOTS compatible version of ML-Agents

dots ml-agents reinforcement-learning unity

Last synced: 19 Oct 2025

https://github.com/aminezouitine/rl_shooter

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

agent ai deep-reinforcement-learning ml ml-agents mlagent mlagents reinforcement-learning reinforcement-learning-environments shooter unity unity3d unityml

Last synced: 25 Jun 2025

https://github.com/huggingface/huggy

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

deep-reinforcement-learning ml-agents reinforcement-learning unity

Last synced: 14 Oct 2025

https://github.com/ericbatlle/unityneuralnetwork

🧠🤖Unity Neural Network (Genetic, Unsupervised)

csharp genetic-neural-network machine-learning ml-agents neural-network unity unsupervised-learning

Last synced: 02 Aug 2025

https://github.com/EricBatlle/UnityNeuralNetwork

🧠🤖Unity Neural Network (Genetic, Unsupervised)

csharp genetic-neural-network machine-learning ml-agents neural-network unity unsupervised-learning

Last synced: 24 Apr 2025

https://github.com/yuulis/uno-game

UNO made with Unity.

csharp machine-learning ml-agents reinforcement-learning unity unity2d uno-game

Last synced: 12 May 2025

https://github.com/marwie/marwi.unity.mlagents.utils

This package aims to make development with ML-Agents quicker and easier.

agents editor ml-agents multi-brain-training package tool trainings-scenes unity3d

Last synced: 07 May 2025

https://github.com/devslem/aine-drl

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

ai deep-learning deep-reinforcement-learning drl gym machine-learning ml-agents pomdp ppo python pytorch reinforcement-learning rl unity

Last synced: 07 May 2025

https://github.com/dhyeythumar/boatattack-with-ml-agents

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

deep-reinforcement-learning ml-agents reinforcement-learning reinforcement-learning-environments unity3d

Last synced: 09 Oct 2025

https://github.com/coac/gpyopt-ml-agents

Gaussian process optimization using GPyOpt for Unity ML-Agents Toolkit

gaussian-processes gpyopt hyperparameter-optimization ml-agents reinforcement-learning unity3d

Last synced: 28 Jul 2025

https://github.com/pwrdc/transdecenvironment

Unity model of TRANSDEC facility for RoboSub 2019

ml-agents reinforcement-learning robosub simulation unity3d

Last synced: 26 Jul 2025

https://github.com/hemanth759/path-finder-drone

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

drones ml-agents reinforcement-learning unity-simulation

Last synced: 18 Mar 2025

https://github.com/rapsealk/gym-navops

OpenAI Gym interface for NavOps environment.

gym ml-agents unity

Last synced: 18 Oct 2025

https://github.com/the-swarm-corporation/ai-coscientist

An simple, reliable, and minimal implementation of the AI CoScientist Paper from Google "Towards an AI co-scientist" with Swarms Framework

agents ai google-ai-research googleai health-agents health-ai ml ml-agents multi-agent multi-agent-systems opensource python swarms swarms-framework

Last synced: 27 Jul 2025

https://github.com/stefanocecere/gamelab_ai_unity

Game AI lab for Unity

ai examples gamelab2042 machinelearning ml-agents unity

Last synced: 09 Apr 2025

https://github.com/tearth/neural-rocket

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

ai csharp dotnet ml-agents neural-network unity

Last synced: 09 Oct 2025

https://github.com/huggingface/unity-mlagents-loadfromhub-assets

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

huggingface ml-agents reinforcement-learning unity

Last synced: 14 Oct 2025

https://github.com/jeremiegince/mavcontrolwithsnn

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

csharp ml-agents neuroscience python3 pytorch reinforcement-learning snn spiking-neural-networks unity3d

Last synced: 15 May 2025

https://github.com/mimisukemaster/tabletennisai

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

machine-learning machinelearning ml-agents mlagents tabletennis unity unity3d

Last synced: 13 Apr 2025

https://github.com/lukehollis/hack-mesh

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

lorawan meshtastic meshtastic-python ml-agents rf rf-signal

Last synced: 20 Jun 2025

https://github.com/marlon360/robot-mlagents

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

machine-learning ml ml-agents robot tensorflow unity3d

Last synced: 16 Mar 2025

https://github.com/dhyeythumar/boatattack-with-ml-agents-build-versions

This repo contains various build versions of my Boat Attack with ML-Agents repo.

deep-reinforcement-learning linux-build ml-agents reinforcement-learning reinforcement-learning-environments unity3d windows-build

Last synced: 09 Oct 2025

https://github.com/andre-seiji/unity-drifting-ai

AI model trained for driving in Unity ml-agents

drift ml-agents unity unity3d

Last synced: 07 Apr 2025

https://github.com/maxiwoj/car_racer_ml_agents

Reinforcement learning solution for 3d racing car

ai artificial-intelligence car machine-learning ml ml-agents racing reinforcement-learning

Last synced: 05 Jan 2026

https://github.com/kcasl/rl-spaceship-route-optimization

Reinforcement Learning - Route Optimization with Unity - ML-agents

ml-agents ppo route-optimization spaceship unity3d

Last synced: 02 Apr 2025

https://github.com/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.

ai game-ai game-development ml-agents reinforcement-learning survival-game unity

Last synced: 13 Oct 2025

https://github.com/z1skgr/rh_-drive_car

RH algorithm for player performance analysis in Unity

agent-based-simulation ai c-sharp evolutionary-algorithms machine-learning ml-agents rh roling-horizon unity unity3d

Last synced: 16 Mar 2025

https://github.com/devslem/unity-ml-agents

Share Unity ML-Agents reinforcement learning environments.

deep-learning deep-reinforcement-learning ml-agents reinforcement-learning unity unity3d

Last synced: 07 May 2025

https://github.com/kcasl/adversarial-rl-research

adversarial-attacks adversarial-rl ml-agents robot

Last synced: 15 Oct 2025

https://github.com/jeongukjae/ml-agents-3d-balance-ball

ml-agents unity3d

Last synced: 01 Sep 2025

https://github.com/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.

ai game-ai game-development machine-learning minesweeper ml-agents unity