Results 81 to 90 of about 38,584 (203)

Method for control of technical objects operation process with the use of semi - Markov decision processes [PDF]

, 2012
In this article there is presented a description of a method for control of the operation process in a complex operation system of technical objects operation where semi-Markov decision processes are used for control.
Migawa, K.
core  

Tariff-Sensitive Global Supply Chains: Semi-Markov Decision Approach with Reinforcement Learning

Systems
Global supply chains often face uncertainties in production lead times, fluctuating exchange rates, and varying tariff regulations, all of which can significantly impact total profit.
Duygu Yilmaz Eroglu
doaj   +1 more source

State Clustering in Markov Decisions Processes with an Application in Information Sharing [PDF]

, 2005
This research examines state clustering in Markov Decision processes, specifically addressing the problem referred to as Markov Decision process with restricted observations. The general problem is a special case of a Partially Observable Markov Decision
Berrings Davis, Lauren Marie
core  

Reinforcement learning-based active thermal management for sustainable electric-vehicle battery packs

Results in Engineering
The rapid emergence of electric vehicles (EVs) emphasizes the importance of the adequate thermal control of lithium-ion battery systems to guarantee their safety, prolong their service life, and improve the energy efficiency.
Md. Mottahir Alam, Nader Al Sayed Hafez Ewess, Amjad Ali Pasha, Kamal M. Othman, Abdulfattah Noorwali, Esam Y.O. Zafar, Abdul Zubar Hameed, Haroonhaider Sidhwa   +7 more
doaj   +1 more source

Motion Planning-Augmented Hierarchical Reinforcement Learning for Long-Horizon Mobile Manipulation

Sensors
Long-horizon mobile manipulation requires a robot to execute a sequence of heterogeneous subtasks such as navigation, picking, and articulated-object manipulation in indoor environments.
Hyungtai Kim, Mun-Taek Choi
doaj   +1 more source

Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning

IEEE Access
The charging scheduling problem of Electric Buses (EBs) is investigated based on Deep Reinforcement Learning (DRL). A Markov Decision Process (MDP) is conceived, where the time horizon includes multiple charging and operating periods in a day, while each
Jiaju Qi, Lei Lei, Thorsteinn Jonsson, Lajos Hanzo   +3 more
doaj   +1 more source

Enhancing sustainability through reliability optimization of interconnected pump and water supply systems using a semi-Markov model

Scientific Reports
Ensuring the reliability of critical infrastructure systems is essential for industrial and agricultural sustainability. This study focuses on analyzing the reliability of two interconnected systems: a centrifugal pumping system, comprising an impeller ...
Yogita Rani, Gitanjali Sharma, Indeewar Kumar   +2 more
doaj   +1 more source

Participant Selection for Efficient and Trusted Federated Learning in Blockchain-Assisted Hierarchical Federated Learning Architectures

Future Internet
Federated learning has attracted widespread attention due to its strong capabilities of privacy protection, making it a powerful supporting technology for addressing data silos in the future.
Peng Liu, Lili Jia, Yang Xiao
doaj   +1 more source

Risk Minimizing Strategies for Revenue Management Problems with Target Values [PDF]

, 2009
Consider a risk-averse decision maker in the setting of a single-leg dynamic revenue management problem. Instead on focusing on maximizing the expected revenue, the decision maker has the main objective of minimizing the risk of failing to achieve a ...
Meissner, J, Koenig, M
core  

A stopping rule for discounted Markov decision processes with finite action sets [PDF]

, 2009
summary:In a Discounted Markov Decision Process (DMDP) with finite action sets the Value Iteration Algorithm, under suitable conditions, leads to an optimal policy in a finite number of steps.
Lemus-Rodríguez, Enrique, Cruz-Suárez, Daniel, Montes-de-Oca, Raúl   +2 more
core