Results 61 to 70 of about 254,490 (174)
POMDP-lite for Robust Robot Planning under Uncertainty
, 2016 The partially observable Markov decision process (POMDP) provides a principled general model for planning under uncertainty. However, solving a general POMDP is computationally intractable in the worst case.
Chen, Min +3 more
core +1 more source
Antibiotics Time Machine is NP-hard [PDF]
, 2015 The antibiotics time machine is an optimization question posed by Mira \latin{et al.} on the design of antibiotic treatment plans to minimize antibiotic resistance. The problem is a variation of the Markov decision process.
Tran, Ngoc Mai, Yang, Jed
core
Underwater chemical plume tracing based on partially observable Markov decision process
International Journal of Advanced Robotic Systems, 2019 Chemical plume tracing based on autonomous underwater vehicle uses chemical as a guidance to navigate and search in the unknown environments. To solve the key issue of tracing and locating the source, this article proposes a path-planning strategy based ...
Jiu Hai-Feng +3 more
doaj +1 more source
Research of proactive complex event processing method
Tongxin xuebao, 2016 Based on the preliminary analysis results of the indeterminate event stream that generated by the sensors and control purpose equipment of CPS,the adaptive dynamic Bayesian network and parallel Markov decision process model were used to support the ...
Shao-feng GENG +3 more
doaj +2 more sources
Data-Driven Iron and Steel Inventory Control Policies
Mathematics, 2019 In this study, we investigated the optimal material inventory policy with regard to the iron and steel industry’s effort to reduce massive overstocking issues in the face of increased corporate competitiveness.
Shih-Hsien Tseng, Jia-Chen Yu
doaj +1 more source
Semi-Markov decision process based congestion control algorithm for video transmission
Tongxin xuebao, 2014 Due to the problem that the congestion control algorithm of transmission control protocol (TCP) cannot meet the requirements of quality of experience for Internet video transmission, a semi-Markov decision process based conges-tion control algorithm for ...
Bo TIAN, Yi-min YANG, Shu-ting CAI
doaj +2 more sources
Using Markov Decision Process Model for Sustainability Assessment in Industry 4.0
IEEE AccessThe manufacturing industry is facing increasing challenges to improve sustainability performance by using Industry 4.0 technologies like big data analytics, the internet of things, and digital twins, considering their potentials.
Majid Sodachi +2 more
doaj +1 more source
Markov-Decision-Process-Assisted Consumer Scheduling in a Networked Smart Grid
IEEE Access, 2017 Many recently built residential houses and factories are equipped with facilities for converting energy from green sources, such as solar energy, into electricity.
Zhi Liu +5 more
doaj +1 more source
Labor Force Participation Dynamics in the Romanian Labor Market [PDF]
We use micro data from the Romanian Labor Force Survey to analyze the effect of the restructuring process on the Romanian labor market. We identify the reallocation mechanisms at work in the Romanian labor market, and we analyze the way personal ...
Alexandru Voicu
core
Analysis of Construction Risk Using Markov Decision Process and Reinforcement Learning
Management Analysis JournalRecognizing the critical need for advanced risk management in the rapidly expanding construction sector, this study aims to analyze and optimize construction risk mitigation strategies at a prominent Indonesian housing developer, enhancing project time ...
Restu Wijang Prasetyo, Wiwik Handayani
doaj +1 more source