Shaofei Cai

1. Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents
   2023/02/03 by Zihao Wang, Shaofei Cai, Wang, Zihao +8 · 42 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
2. JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models
   2023/11/10 by Zihao Wang, Wang, Zihao, Shaofei Cai +21 · 26 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. A Survey on Vision-Language-Action Models: An Action Tokenization Perspective
   2025/07/02 by Yifan Zhong, Zhong, Yifan, Shaofei Cai +23 · 36 citations
   Computer Science · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Topic Modeling
4. GROOT: Learning to Follow Instructions by Watching Gameplay Videos
   2023/10/12 by Shaofei Cai, Cai, Shaofei, Bowei Zhang +9 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
5. ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting
   2024/10/23 by Shaofei Cai, Cai, Shaofei, Zihao Wang +10 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
6. Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction
   2023/01/21 by Shaofei Cai, Cai, Shaofei, Zihao Wang +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
7. DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing
   2021/09/22 by Bingchuan Li, Li, Bingchuan, Shaofei Cai +11 · 1 citation
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Computer Graphics and Visualization Techniques
8. GROOT-2: Weakly Supervised Multi-Modal Instruction Following Agents
   2024/12/07 by Shaofei Cai, Cai, Shaofei, Bowei Zhang +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Robotics (cs.RO) #Speech and dialogue systems