Search Results - "Monotone policy and value function"

A Monotone Approximate Dynamic Programming Approach for the Stochastic Scheduling, Allocation, and Inventory Replenishment Problem: Applications to Drone and Electric Vehicle Battery Swap Stations: Applications to Drone and Electric Vehicle Battery Swap Stations

Authors: Amin Asadi Sarah Nurre Pinkley

Source: Transportation Science. 56:1085-1110

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Battery degradation, math.OC, Battery swap station, Computer Science - Artificial Intelligence, Approximate dynamic programming, cs.LG, Probability (math.PR), 0211 other engineering and technologies, Regression-based initialization, 02 engineering and technology, cs.AI, Electric vehicles and drones, math.PR, Monotone policy and value function, 7. Clean energy, Markov decision processes, Machine Learning (cs.LG), Artificial Intelligence (cs.AI), Optimization and Control (math.OC), FOS: Mathematics, 22/1 OA procedure, Mathematics - Optimization and Control, Mathematics - Probability

Access URL: http://arxiv.org/pdf/2105.07026
http://arxiv.org/abs/2105.07026