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ml-agents

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udacity /deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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

UpdatedNov 16, 2023
Jupyter Notebook

Unity-Technologies /obstacle-tower-env

Obstacle Tower Environment

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

UpdatedJul 29, 2020
Python

StepNeverStop /RLs

Reinforcement Learning Algorithms Based on PyTorch

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

UpdatedOct 21, 2021
Python

dilmerv /UnityMLEssentials

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

machine-learning csharp unity tensorflow ml-agents

UpdatedFeb 18, 2025
C#

leehe228 /LogisticsEnv

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

reinforcement-learning uav robotics unity unity3d deep-reinforcement-learning reinforcement-learning-algorithms uam ml-agents reinforcement-learning-environments

UpdatedMar 26, 2024
C#

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

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

reinforcement-learning unity deep-reinforcement-learning pytorch dqn deep-q-network reinforcement-learning-excercises ml-agents

UpdatedDec 22, 2018
Python

animal-ai

Kinds-of-Intelligence-CFI /animal-ai

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

machine-learning unity game-development deep-reinforcement-learning artificial-intelligence animal animal-behaviour ml-agents

UpdatedOct 4, 2025

Unity-Technologies /ml-agents-dodgeball-env

Showcase environment for ML-Agents

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

UpdatedOct 24, 2025
C#

TotalAI /TotalAI

A Complete Open Source Agent AI Framework For Unity

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

UpdatedJan 27, 2021
C#

ML-Agents-with-Google-Colab

dhyeythumar /ML-Agents-with-Google-Colab

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

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

UpdatedMay 3, 2022
Jupyter Notebook

reinforcement-learning-kr /rl_bootcamp

Repository for slides & codes of RL Korea Bootcamp

reinforcement-learning deep-reinforcement-learning pytorch dqn pg bootcamp ddpg sac a2c ml-agents

UpdatedOct 28, 2019
C#

Sohojoe /ActiveRagdollAssaultCourse

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

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

UpdatedOct 17, 2018
C#

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

reinforcement-learning unity place-recognition agents visual-navigation ml-agents navigation-algorithms driving-datasets nordland-dataset

UpdatedSep 18, 2020
C#

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.

reinforcement-learning unity pytorch multiagent ddpg ml-agents marl

UpdatedDec 23, 2018
Python

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.

machine-learning reinforcement-learning neural-network unity tensorflow unity3d artificial-intelligence ml-agents self-play

UpdatedJan 24, 2023
C#

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.

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

UpdatedFeb 16, 2021
ShaderLab

Sohojoe /ActiveRagdollControllers

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

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

UpdatedAug 21, 2018
C#

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.

engineering machine-learning machine-learning-algorithms artificial-intelligence ml-agents machinelearningmastery machinelearningprojects 100daysofmlcode

UpdatedMay 14, 2024

mbaske /ml-motorcycles

Motorcycle Racing made with Unity Machine Learning Agents

racing unity ml-agents motorcycles

UpdatedMar 14, 2021
C#

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

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

UpdatedOct 27, 2025
Python

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