Malmo
An AI experimentation platform built on Minecraft for training and researching intelligent agents in complex 3D environments.
What is Malmo?
Project Malmo is an open-source platform for artificial intelligence experimentation and research built on top of Minecraft. It enables developers and researchers to train and test AI agents in complex, interactive 3D environments, simulating real-world challenges like navigation, resource gathering, and multi-agent collaboration. The platform provides APIs in multiple programming languages and integrates with reinforcement learning frameworks to accelerate AI development.
AI researchers, machine learning engineers, and computer science academics focused on reinforcement learning, multi-agent systems, and intelligent agent development in simulated environments. It's also suitable for educators teaching advanced AI concepts using interactive platforms.
Malmo uniquely leverages Minecraft's versatile and expansive world as a cost-effective, customizable testbed for AI, offering a more accessible and richly interactive alternative to expensive robotics or proprietary simulators. Its open-source nature, multi-language support, and compatibility with tools like OpenAI Gym make it a flexible choice for cutting-edge AI experimentation.
Overview
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:
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