JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models

Zihao Wang, Shaofei Cai, Anji Liu, Yonggang Jin, Jinbing Hou, Bowei Zhang, Haowei Lin, Zhaofeng He, Zilong Zheng, Yaodong Yang, Xiaojian Ma, Yitao Liang
arXiv [Project] [Paper] [Code] [Twitter] [Media]

Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Zihao Wang, Shaofei Cai, Anji Liu, Xiaojian Ma, Yitao Liang
NeurIPS 2023 [Paper] [Code] [Twitter]

GROOT: Learning to Follow Instructions by Watching Gameplay Videos

Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang
ICLR 2024 (Spotlight) [Project] [Paper] [Code] [Twitter] [Media]

RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation

Zihao Wang, Anji Liu, Haowei Lin, Jiaqi Li, Xiaojian Ma, Yitao Liang
arXiv [Project] [Demo] [Paper] [Code] [Twitter]

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

Haowei Lin, Zihao Wang, Jianzhu Ma, Yitao Liang
arXiv [Paper] [Code] [Benchmark]

Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction

Shaofei Cai, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang
CVPR 2023 [Paper] [Code]