Alessandro Alla
- An Efficient Policy Iteration Algorithm for Dynamic Programming Equations
2013/08/09 by Alessandro Alla, Maurizio Falcone, Alla, Alessandro +3 · 3 citations
Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis
- Online identification and control of PDEs via Reinforcement Learning methods
2023/08/08 by Alessandro Alla, Agnese Pacifico, Alla, Alessandro +5 · 2 citations
Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- An efficient DP algorithm on a tree-structure for finite horizon optimal\n control problems
2018/07/29 by Alessandro Alla, Maurizio Falcone, Alla, Alessandro +3 · 1 citation
Engineering · Environmental Science · #Advanced Control Systems Optimization #FOS: Mathematics #Numerical Analysis (math.NA) #Water resources management and optimization #Water-Energy-Food Nexus Studies
- Error estimates for a tree structure algorithm solving finite horizon control problems
2018/12/28 by Luca Saluzzi, Alessandro Alla, Saluzzi, Luca +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · #FOS: Mathematics #Lipid metabolism and biosynthesis #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Water resources management and optimization
- A PINN approach for the online identification and control of unknown PDEs
2024/08/06 by Alessandro Alla, Giulia Bertaglia, Alla, Alessandro +3 · 2 citations
Engineering · Physics and Astronomy · #Advanced Control Systems Optimization #FOS: Mathematics #Fault Detection and Control Systems #Optimization and Control (math.OC) #Real-time simulation and control systems