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zhwang4ai committed Oct 24, 2024
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#### ROCKET-1: Master Open-World Interaction with Visual-Temporal Context Prompting
[Shaofei Cai](https://phython96.github.io/), [Zihao Wang](https://zhwang4ai.github.io/), Kewei Lian, Zhancun Mu, [Xiaojian Ma](https://web.cs.ucla.edu/~xm/), [Anji Liu](https://liuanji.github.io/), [Yitao Liang](https://web.cs.ucla.edu/~yliang/)\
[Shaofei Cai](https://phython96.github.io/), [Zihao Wang](https://zhwang4ai.github.io/), Kewei Lian, [Zhancun Mu](https://zhancunmu.owlstown.net/), [Xiaojian Ma](https://web.cs.ucla.edu/~xm/), [Anji Liu](https://liuanji.github.io/), [Yitao Liang](https://web.cs.ucla.edu/~yliang/)\
**arXiv** [[Project]](https://craftjarvis.github.io/ROCKET-1/) [[Paper]](https://arxiv.org/pdf/2410.17856) [[Code]](https://github.com/CraftJarvis/ROCKET-1)

#### OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents
[Zihao Wang](https://zhwang4ai.github.io/), [Shaofei Cai](https://phython96.github.io/), Zhancun Mu, Haowei Lin, Ceyao Zhang, Xuejie Liu, Qing Li, [Anji Liu](https://liuanji.github.io/), [Xiaojian Ma](https://web.cs.ucla.edu/~xm/), [Yitao Liang](https://web.cs.ucla.edu/~yliang/)\
[Zihao Wang](https://zhwang4ai.github.io/), [Shaofei Cai](https://phython96.github.io/), [Zhancun Mu](https://zhancunmu.owlstown.net/), [Haowei Lin](https://linhaowei1.github.io/), [Ceyao Zhang](https://scholar.google.com/citations?user=OadTFGMAAAAJ&hl=zh-CN&oi=ao), [Xuejie Liu](https://scholar.google.com/citations?user=vxqpWKUAAAAJ&hl=zh-CN), [Qing Li](https://scholar.google.com.sg/citations?user=iwdFZBEAAAAJ&hl=en), [Anji Liu](https://liuanji.github.io/), [Xiaojian Ma](https://web.cs.ucla.edu/~xm/), [Yitao Liang](https://web.cs.ucla.edu/~yliang/)\
**NeurIPS 2024** [[Project]](https://craftjarvis.github.io/OmniJARVIS/) [[Paper]](https://arxiv.org/pdf/2407.00114.pdf) [[Code]](https://github.com/CraftJarvis/OmniJARVIS)

#### JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models
[Zihao Wang](https://zhwang4ai.github.io/), [Shaofei Cai](https://phython96.github.io/), [Anji Liu](https://liuanji.github.io/), Yonggang Jin, Jinbing Hou, Bowei Zhang, Haowei Lin, Zhaofeng He, Zilong Zheng, Yaodong Yang, [Xiaojian Ma](https://web.cs.ucla.edu/~xm/), [Yitao Liang](https://web.cs.ucla.edu/~yliang/)\
[Zihao Wang](https://zhwang4ai.github.io/), [Shaofei Cai](https://phython96.github.io/), [Anji Liu](https://liuanji.github.io/), [Yonggang Jin](https://scholar.google.com/citations?user=mLLA1P0AAAAJ&hl=en), Jinbing Hou, Bowei Zhang, [Haowei Lin](https://linhaowei1.github.io/), Zhaofeng He, [Zilong Zheng](https://zilongzheng.github.io/), [Yaodong Yang](https://www.yangyaodong.com/), [Xiaojian Ma](https://web.cs.ucla.edu/~xm/), [Yitao Liang](https://web.cs.ucla.edu/~yliang/)\
**arXiv** [[Project]](https://craftjarvis.github.io/JARVIS-1/) [[Paper]](https://arxiv.org/pdf/2311.05997.pdf) [[Code]](https://github.com/CraftJarvis/JARVIS1) [[Twitter]](https://twitter.com/jeasinema/status/1723900032653643796) [[Media]](https://mp.weixin.qq.com/s/4SyX4QCdu9rBptRvOQIwXg)

#### Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents
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**ICLR 2024 (Spotlight)** [[Project]](https://craftjarvis.github.io/GROOT/) [[Paper]](https://arxiv.org/pdf/2310.08235.pdf) [[Code]](https://github.com/CraftJarvis/GROOT) [[Twitter]](https://twitter.com/jeasinema/status/1712526192665047493) [[Media]](https://mp.weixin.qq.com/s/IqIRxFYDpCi3_Iy1FUg9DQ)

#### RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation
[Zihao Wang](https://zhwang4ai.github.io/), [Anji Liu](https://liuanji.github.io/), [Haowei Lin](https://linhaowei1.github.io/), Jiaqi Li, [Xiaojian Ma](https://web.cs.ucla.edu/~xm/), [Yitao Liang](https://web.cs.ucla.edu/~yliang/)\
[Zihao Wang](https://zhwang4ai.github.io/), [Anji Liu](https://liuanji.github.io/), [Haowei Lin](https://linhaowei1.github.io/), [Jiaqi Li](https://scholar.google.com.hk/citations?user=C4Z2-rsAAAAJ&hl=zh-CN), [Xiaojian Ma](https://web.cs.ucla.edu/~xm/), [Yitao Liang](https://web.cs.ucla.edu/~yliang/)\
**arXiv** [[Project]](https://craftjarvis.github.io/RAT) [[Demo]](https://huggingface.co/spaces/jeasinema/RAT) [[Paper]](https://arxiv.org/pdf/2403.05313.pdf) [[Code]](https://github.com/CraftJarvis/RAT) [[Twitter]](https://x.com/AndyLin2001/status/1767075865127719101?s=20)

#### MCU: A Task-centric Framework for Open-ended Agent Evaluation in Minecraft
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