{"repo":"Zhoues/MineDreamer","free":true,"listed":false,"github":"https://github.com/Zhoues/MineDreamer","clone":"git clone https://github.com/Zhoues/MineDreamer.git","description":"[IROS'25 Oral & NeurIPSw'24] Official implementation of \"MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control \"","language":"Python","stars":104,"topics":["diffusion-model","embodied-agent","minecraft","multimodal-llm"],"license":"Apache-2.0","category":"game-templates","readme_excerpt":"MineDreamer : Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control 🥰 If you are interested in our work, feel free to star ⭐ or watch 👓 our repo for the latest updates🤗!!       🔥 Updates [2025-06-16] 🔥🔥🔥 MineDreamer (a.k.a. DecisionDreamer ) is selected as Oral Presentation in IROS 2025! [2024-04-03] MineDreamer code is released. Let's enjoy the Imagination ability of the embodied agent! [2024-03-19] MineDreamer is released on arxiv. [2024-03-15] The Project page is set up at here. 😋 Try MineDreamer The code and checkpoints are released and the open-source contents include the following: - ✅ MineDreamer agent and Baseline Code (i.e., VPT, STEVE-1, Multi-Modal Memory) - ✅ MineDreamer Goal Drift Dataset and MineDreamer weights, including MineDreamer-7B of Imaginator and Prompt Generator. - ✅ MineDreamer Training Scripts, including The Imaginator training stages 2 and 3. - Note: For Imaginator training stage 1, we only provide pre-trained Q-Former weights. For Prompt Generator, we only provide the weights and if you want to train your own Prompt Generator, please refer to STEVE-1 to collect data and train it. Directory Structure: Model Zoo and Dataset We provide MineDreamer models for you to play with, including all three training stages checkpoints, and datasets. You can be downloaded from the following links: model training stage size HF weights🤗 HF dataset 🤗 ------------------------- -------------- ------ ---------------","default_branch":null,"files":null,"tree":[],"storefront":"/r/Zhoues","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Zhoues/MineDreamer/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}