- Koopman-based Differentiable Predictive Control for the Dynamics-Aware Economic Dispatch Problem
2022/03/16 by Ethan King, King, Ethan, Ján Drgoňa +12 · 1 citation
Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Control (management) #Differentiable function #Dynamic programming #Economic dispatch #Electric power system #Energy Load and Power Forecasting #Generator (circuit theory) #Mathematical optimization #Mathematics #Model predictive control #Optimal Power Flow Distribution #Optimal control #Optimization problem #Parametric programming #Parametric statistics #Power (physics) #Power System Optimization and Stability #Scheduling (production processes) #System dynamics #cs.SY #eess.SY
- A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits
2022/01/17 by Yasin Abbasi-Yadkori, Andras Gyorgy, András György +4 · 2 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Computer science #Dynamic programming #FOS: Computer and information sciences #Identity (music) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine learning #Mathematical optimization #Mathematics #Optimization and Search Problems #Regret #Time horizon #cs.LG #stat.ML