Anji Liu
- 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
- JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models
2023/11/10 by Zihao Wang, Shaofei Cai, Wang, Zihao +21 · 26 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- ProAgent: Building Proactive Cooperative Agents with Large Language Models
2023/08/22 by Ceyao Zhang, Kaijie Yang, Zhang, Ceyao +27 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Topic Modeling
- RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation
2024/03/08 by Zihao Wang, Wang, Zihao, Anji Liu +9 · 16 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Emotion and Mood Recognition #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Discrete Copula Diffusion
2024/10/02 by Anji Liu, Oliver Broadrick, Liu, Anji +5 · 10 citations
Computer Science · Economics, Econometrics and Finance · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reservoir Engineering and Simulation Methods #Stochastic processes and financial applications
- Tractable Regularization of Probabilistic Circuits
2021/06/04 by Anji Liu, Guy Van den Broeck, Liu, Anji +1 · 5 citations
Computer Science · #Bayesian Modeling and Causal Inference #Machine Learning and Data Classification #Machine Learning and Algorithms
- Lossless Compression with Probabilistic Circuits
2021/11/23 by Anji Liu, Liu, Anji, Stephan Mandt +3 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Algorithms and Data Compression #Numerical Methods and Algorithms
- Watch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Search
2018/10/28 by Anji Liu, Liu, Anji, Jianshu Chen +9 · 2 citations
Computer Science · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Video Analysis and Summarization
- Scaling Tractable Probabilistic Circuits: A Systems Perspective
2024/06/02 by Anji Liu, Kareem Ahmed, Liu, Anji +3 · 4 citations
Computer Science · Engineering · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Low-power high-performance VLSI design #Machine Learning (cs.LG)
- GROOT: Learning to Follow Instructions by Watching Gameplay Videos
2023/10/12 by Shaofei Cai, Bowei Zhang, Cai, Shaofei +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
- ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting
2024/10/23 by Shaofei Cai, Zihao Wang, Cai, Shaofei +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
- 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
- Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning
2024/06/12 by Yizhe Huang, Huang, Yizhe, Anji Liu +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Image Inpainting via Tractable Steering of Diffusion Models
2023/11/28 by Anji Liu, Liu, Anji, Mathias Niepert +3 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Computer Graphics and Visualization Techniques
- 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
- Breaking the Factorization Barrier in Diffusion Language Models
2026/02/09 by Ian Li, Zilei Shao, Benjie Wang +3 · 1 voice · 1 citation
#cs.LG #cs.AI