malmo

Minecraft AI lab

A platform for artificial intelligence experimentation and research built on Minecraft

Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to Getting Started below, or visit the project page for more information:

GitHub

4k stars
260 watching
599 forks
Language: Java
last commit: almost 3 years ago
Linked from 3 awesome lists


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
microsoft/synapsemlA library for building scalable machine learning pipelines on distributed computing frameworks like Apache Spark5,083
opennhp/opennhpA Zero Trust protocol that leverages resource-hiding and encryption to safeguard servers and data from attackers13,520
trekhleb/homemade-machine-learningPractices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics23,191
mindsdb/mindsdbA platform for building AI agents that can learn from and answer questions across multiple data sources using machine learning and natural language processing.26,915
minedojo/voyagerAn embodied agent powered by large language models that learns and applies skills in an open-ended environment5,735
facebook/axAn adaptive experimentation platform with support for various optimization strategies and flexible APIs.2,392
google-deepmind/labA 3D environment for testing and training artificial intelligence agents7,146
joonspk-research/generative_agentsA research project simulating human behavior in interactive environments.17,888
trekhleb/machine-learning-experimentsAn interactive platform for exploring and comparing various machine learning algorithms and techniques using visualizations and example code.1,667
janhuenermann/neurojsA JavaScript framework for building and training neural networks in the browser4,400
microsoft/airsimA simulation platform for autonomous vehicles and drones, enabling AI research and experimentation with computer vision, deep learning, and control systems.16,581
unity-technologies/ml-agentsEnables game developers to train intelligent agents using reinforcement learning and imitation learning.17,334
farama-foundation/gymnasiumDevelops and compares reinforcement learning algorithms by providing a standard API to communicate between learning algorithms and environments7,613
babylonjs/babylon.jsAn open game and rendering engine for creating 3D graphics in web applications23,394
alibaba/pipcookAn open-source machine learning platform for web developers, providing a modular framework for building and deploying models2,551