How can we develop artificial intelligence that learns to make sense of complex environments? That learns from others, including humans, how to interact with the world? That learns transferable skills throughout its existence, and applies them to solve new, challenging problems?

Project Malmo sets out to address these core research challenges, addressing them by integrating (deep) reinforcement learning, cognitive science, and many ideas from artificial intelligence.

The Malmo platform is a sophisticated AI experimentation platform built on top of Minecraft, and designed to support fundamental research in artificial intelligence.

The Project Malmo platform consists of a mod for the Java version, and code that helps artificial intelligence agents sense and act within the Minecraft environment. The two components can run on Windows, Linux, or Mac OS, and researchers can program their agents in any programming language they’re comfortable with.

Project Samples

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Categories

Artificial Intelligence, Minecraft Mods, Reinforcement Learning Frameworks, Reinforcement Learning Libraries, Reinforcement Learning Algorithms

License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Java, Python

Related Categories

Python Artificial Intelligence Software, Python Minecraft Mods, Python Reinforcement Learning Frameworks, Python Reinforcement Learning Libraries, Python Reinforcement Learning Algorithms, Java Artificial Intelligence Software, Java Minecraft Mods, Java Reinforcement Learning Frameworks, Java Reinforcement Learning Libraries, Java Reinforcement Learning Algorithms

Registered

2023-03-23
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