Assessing Adaptive Irrigation Impacts on Water Scarcity in Nonstationary Environments—A Multi‐Agent Reinforcement Learning Approach
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Assessing Adaptive Irrigation Impacts on Water Scarcity in Nonstationary Environments—A Multi‐Agent Reinforcement Learning Approach
Authors
Keywords
-
Journal
WATER RESOURCES RESEARCH
Volume 57, Issue 9, Pages -
Publisher
American Geophysical Union (AGU)
Online
2021-09-09
DOI
10.1029/2020wr029262
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Climate Adaptation as a Control Problem: Review and Perspectives on Dynamic Water Resources Planning Under Uncertainty
- (2020) Jonathan D. Herman et al. WATER RESOURCES RESEARCH
- Integrated Design of Dam Size and Operations via Reinforcement Learning
- (2020) Federica Bertoni et al. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- Defining robustness, vulnerabilities, and consequential scenarios for diverse stakeholder interests in institutionally complex river basins
- (2020) Antonia Hadjimichael et al. Earths Future
- Impact of climate change on adaptive management decisions in the face of water scarcity
- (2020) Y.C. Ethan Yang et al. JOURNAL OF HYDROLOGY
- Risk‐based water resources planning in practice: a blueprint for the water industry in England
- (2019) Jim W. Hall et al. WATER AND ENVIRONMENT JOURNAL
- Agent-based socio-hydrological modeling for restoration of Urmia Lake: Application of theory of planned behavior
- (2019) Parsa Pouladi et al. JOURNAL OF HYDROLOGY
- Identifying Actionable Compromises: Navigating Multi‐City Robustness Conflicts to Discover Cooperative Safe Operating Spaces for Regional Water Supply Portfolios
- (2019) D. F. Gold et al. WATER RESOURCES RESEARCH
- Structuring and evaluating decision support processes to enhance the robustness of complex human–natural systems
- (2019) Enayat A. Moallemi et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Risk, Robustness and Water Resources Planning Under Uncertainty
- (2018) Edoardo Borgomeo et al. Earths Future
- Response to Comment by Walker et al. on “From Data to Decisions: Processing Information, Biases, and Beliefs for Improved Management of Natural Resources and Environments”
- (2018) Pierre D. Glynn et al. Earths Future
- Assessing the Effects of Water Restrictions on Socio-Hydrologic Resilience for Shared Groundwater Systems
- (2018) Shams Al-Amin et al. JOURNAL OF HYDROLOGY
- How can learning-by-doing improve decisions in stormwater management? A Bayesian-based optimization model for planning urban green infrastructure investments
- (2018) Fengwei Hung et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Incorporating deeply uncertain factors into the many objective search process
- (2017) Abigail A. Watson et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Many-objective robust decision making for water allocation under climate change
- (2017) Dan Yan et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Rival framings: A framework for discovering how problem formulation uncertainties shape risk management trade-offs in water resources systems
- (2017) J. D. Quinn et al. WATER RESOURCES RESEARCH
- Comparing Robust Decision-Making and Dynamic Adaptive Policy Pathways for model-based decision support under deep uncertainty
- (2016) Jan H. Kwakkel et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Comparative analysis of evolving artificial neural network and reinforcement learning in stochastic optimization of multireservoir systems
- (2016) Alireza B. Dariane et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Battling Arrow’s Paradox to Discover Robust Water Management Alternatives
- (2016) Joseph R. Kasprzyk et al. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- A coupled human-natural systems analysis of irrigated agriculture under changing climate
- (2016) M. Giuliani et al. WATER RESOURCES RESEARCH
- Battling Arrow’s Paradox to Discover Robust Water Management Alternatives
- (2016) Joseph R. Kasprzyk et al. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- An agent-based platform for simulating complex human–aquifer interactions in managed groundwater systems
- (2015) J.C. Castilla-Rho et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Using Agent-Based Modeling for Water Resources Planning and Management
- (2015) Emily Zechman Berglund JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- The future of water resources systems analysis: Toward a scientific framework for sustainable water management
- (2015) Casey M. Brown et al. WATER RESOURCES RESEARCH
- Water management: Current and future challenges and research directions
- (2015) William J. Cosgrove et al. WATER RESOURCES RESEARCH
- Using Agent-Based Modeling for Water Resources Planning and Management
- (2015) Emily Zechman Berglund JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- Developing dynamic adaptive policy pathways: a computer-assisted approach for developing adaptive strategies for a deeply uncertain world
- (2014) Jan H. Kwakkel et al. CLIMATIC CHANGE
- Groundwater depletion during drought threatens future water security of the Colorado River Basin
- (2014) Stephanie L. Castle et al. GEOPHYSICAL RESEARCH LETTERS
- A game theory–reinforcement learning (GT–RL) method to develop optimal operation policies for multi-operator reservoir systems
- (2014) Kaveh Madani et al. JOURNAL OF HYDROLOGY
- Describing human decisions in agent-based models – ODD + D, an extension of the ODD protocol
- (2013) Birgit Müller et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Many objective robust decision making for complex environmental systems undergoing change
- (2013) Joseph R. Kasprzyk et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Dynamic adaptive policy pathways: A method for crafting robust decisions for a deeply uncertain world
- (2013) Marjolijn Haasnoot et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- A Multiagent Q-Learning-Based Optimal Allocation Approach for Urban Water Resource Management System
- (2013) Jianjun Ni et al. IEEE Transactions on Automation Science and Engineering
- Clustering flood events from water quality time series using Latent Dirichlet Allocation model
- (2013) A. H. Aubert et al. WATER RESOURCES RESEARCH
- An intelligent agent for optimal river-reservoir system management
- (2012) Jeffrey D. Rieker et al. WATER RESOURCES RESEARCH
- Tree-based reinforcement learning for optimal water reservoir operation
- (2010) A. Castelletti et al. WATER RESOURCES RESEARCH
- Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling
- (2009) Hoshin V. Gupta et al. JOURNAL OF HYDROLOGY
- Models, Assumptions, and Stakeholders: Planning for Water Supply Variability in the Colorado River Basin1
- (2008) Dustin Garrick et al. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION
- Stochastic dynamic programming (SDP) with a conditional value-at-risk (CVaR) criterion for management of storm-water
- (2007) J. Piantadosi et al. JOURNAL OF HYDROLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started