Michael Luo
- Balsa: Learning a Query Optimizer Without Expert Demonstrations
2022/01/05 by Zongheng Yang, Wei-Lin Chiang, Sifei Luan +3 · 1 voice · 3 citations
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Optimization and Search Problems #cs.DB #cs.LG
- Accelerating Quadratic Optimization with Reinforcement Learning
2021/07/22 by Jeffrey Ichnowski, Paras Jain, Ichnowski, Jeffrey +15 · 8 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
- Autellix: An Efficient Serving Engine for LLM Agents as General Programs
2025/02/19 by Michael Luo, Luo, Michael, Shi, Xiaoxiang +17 · 11 citations
Computer Science · Engineering · #Mobile Agent-Based Network Management #Modular Robots and Swarm Intelligence #Advanced Manufacturing and Logistics Optimization
- LazyDAgger: Reducing Context Switching in Interactive Imitation Learning
2021/03/31 by Ryan Hoque, Hoque, Ryan, Ashwin Balakrishna +15 · 3 citations
Computer Science · Engineering · Neuroscience · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #EEG and Brain-Computer Interfaces
- Discovering Non-monotonic Autoregressive Orderings with Variational Inference
2021/10/27 by Xuanlin Li, Li, Xuanlin, Brandon Trabucco +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling