Open Questions for Building Optimal Operation Policies for Dam Management Using Factored Markov Decision Processes
- Authors
- Reyes Ballestero, Alberto
- Format
- Article
- Status
- publishedVersion
- Description
In this paper, we present the conceptual model of a real-world application of factored Markov Decision Processes to dam management. The idea is to demonstrate that it is possible to efficiently automate the construction of operation policies by modelling compactly the problem as a sequential decision problem that can be easily solved using stochastic dynamic programming. We will explain the problem domain and provide an analysis of the resulting value and policy functions. We will also present a useful discussion about the issues that will appear when the conceptual model to be extended into a real-world application.
Instituto Nacional De Eficiencia Energ?tica Y Energ?as Renovables
https://www.researchgate.net/publication/287217194_Open_questions_for_building_optimal_operation_policies_for_dam_management_using_Factored_Markov_Decision_Processes
- Publication Year
- 2015
- Language
- eng
- Topic
- OPEN QUESTIONS
BUILDING
OPTIMAL
POLICIES
- Repository
- Repositorio SENESCYT
- Rights
- openAccess
- License
- restrictedAccess