```{image} ../_static/banner.png :width: 90% ``` # Getting Started ```{toctree} :caption: Getting started :hidden: installation ``` ```{toctree} :caption: MineStudio Libraries :hidden: ../simulator/index ../data/index ../models/index ../offline/index ../online/index ../inference/index ../benchmark/index ../online/index ``` Before you start, make sure you have installed [MineStudio](https://github.com/CraftJarvis/MineStudio) and its dependencies. ```{dropdown} Install MineStudio ```{include} installation.md ``` ## MineStudio Libraries Quickstart Click on the dropdowns for your desired library to get started: ````{dropdown} Simulator: Customizable Minecraft Environment ```{include} ../simulator/quick-simulator.md ``` ```{button-ref} ../simulator/index :color: primary :outline: :expand: Learn more about MineStudio Simulator ``` ```` ````{dropdown} Data: Flexible Data Structures and Fast Dataloaders ```{include} ../data/quick-data.md ``` ```` ````{dropdown} Models: Policy Template and Baselines ```{include} ../models/quick-models.md ``` ```` ````{dropdown} Offline: Pre-Training Policy with Offline Data ```{include} ../offline/tutorial-vpt.md ``` ```` ````{dropdown} Online: Finetuning Policy via Online Interaction ```{include} ../online/quick-online.md ``` ```` ````{dropdown} Inference: Parallel Inference and Record Demonstrations ```{include} ../inference/quick-inference.md ``` ```` ````{dropdown} Benchmark: Benchmarking and Evaluation ```{include} quick-benchmark.md ``` ```` ## Papers Our libraries directly support models from the following papers: - [Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos](https://arxiv.org/abs/2206.11795) - [STEVE-1: A Generative Model for Text-to-Behavior in Minecraft](https://arxiv.org/abs/2306.00937) - [GROOT: Learning to Follow Instructions by Watching Gameplay Videos](https://arxiv.org/abs/2310.08235) - [ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting](https://arxiv.org/abs/2410.17856)