Melkior Ornik

1. Few-shot Adaptation for Manipulating Granular Materials Under Domain Shift
   2023/03/06 by Yifan Zhu, Zhu, Yifan, Pranay Thangeda +5 · 6 citations
   Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Robotics (cs.RO)
2. Efficient Strategy Synthesis for MDPs with Resource Constraints
   2021/05/05 by František Blahoudek, Blahoudek, František, Petr Novotný +7 · 1 citation
   Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #FOS: Computer and information sciences #FOS: Electrical engineering #Simulation Techniques and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Optimizing Agricultural Order Fulfillment Systems: A Hybrid Tree Search Approach
   2024/07/19 by Pranay Thangeda, Thangeda, Pranay, Hoda Helmi +3 · 1 citation
   Agricultural and Biological Sciences · #Agricultural Economics and Policy #Agriculture and Rural Development Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Land Rights and Reforms
4. Learning and Planning for Time-Varying MDPs Using Maximum Likelihood\n Estimation
   2019/11/29 by Melkior Ornik, Ornik, Melkior, Ufuk Topcu +1 · 1 citation
   Computer Science · Engineering · #Advanced Control Systems Optimization #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Resolvent-Type Data-Driven Learning of Generators for Unknown Continuous-Time Dynamical Systems
   2024/11/01 by Yiming Meng, Ruikun Zhou, Meng, Yiming +5 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Reservoir Engineering and Simulation Methods
6. Online Learning and Control Synthesis for Reachable Paths of Unknown Nonlinear Systems
   2024/03/06 by Yiming Meng, Meng, Yiming, Taha Shafa +5 · 2 citations
   Engineering · #Advanced Control Systems Optimization #Extremum Seeking Control Systems #FOS: Mathematics #Iterative Learning Control Systems #Optimization and Control (math.OC)