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MineStudio: A Streamlined Package for Minecraft AI Agent Development by Cai, Shaofei; Mu, Zhancun; He, Kaichen; Zhang, Bowei; Zheng, Xinyue; Liu, Anji; Liang, Yitao is a scholarly article available to read on EtoBox.

What is MineStudio: A Streamlined Package for Minecraft AI Agent Development about?

Minecraft has emerged as a valuable testbed for embodied intelligence and sequential decision-making research, yet the development and validation of novel agents remains hindered by significant engineering challenges. This paper presents MineStudio, an open-source software package designed to streamline embodied policy development in Minecraft. MineStudio represents the first comprehensive integration of seven critical engineering components: simulator, data, model, offline pretraining, online finetuning, inference, and benchmark, thereby allowing users to concentrate their efforts on algorithm innovation. We provide a user-friendly API design accompanied by comprehensive documentation and tutorials. The complete codebase is publicly available at https://github.com/CraftJarvis/MineStudio.

Author

Cai, Shaofei; Mu, Zhancun; He, Kaichen; Zhang, Bowei; Zheng, Xinyue; Liu, Anji; Liang, Yitao

Published

2024

Language

EN