Water-energy nexus under uncertainty: Development of a hierarchical decision-making model

2020 ◽  
Vol 591 ◽  
pp. 125297
Author(s):  
Y. Ma ◽  
Y.P. Li ◽  
G.H. Huang ◽  
Y.R. Liu
Keyword(s):  
Decision Making ◽  
Hierarchical Decision Making ◽  
Water Energy Nexus ◽  
Hierarchical Decision ◽  
Decision Making Model

scholarly journals Monkey Plays Pac-Man with Compositional Strategies and Hierarchical Decision-making

2021 ◽  
Author(s):  
Qianli Yang ◽  
Zhongqiao Lin ◽  
Wenyi Zhang ◽  
Jianshu Li ◽  
Xiyuan Chen ◽  
...  
Keyword(s):  
Decision Making ◽  
Video Game ◽  
Hierarchical Decision Making ◽  
New Approach ◽  
Advanced Level ◽  
Macaque Monkeys ◽  
Take The Best ◽  
Heuristic Strategies ◽  
Hierarchical Decision ◽  
Decision Making Model

Humans can often handle daunting tasks with ease by developing a set of strategies to reduce decision making into simpler problems. The ability to use heuristic strategies demands an advanced level of intelligence and has not been demonstrated in animals. Here, we trained macaque monkeys to play the classic video game Pac-Man. The monkeys' decision-making may be described with a strategy-based hierarchical decision-making model with over 90% accuracy. The model reveals that the monkeys adopted the take-the-best heuristic by using one dominating strategy for their decision-making at a time and formed compound strategies by assembling the basis strategies to handle particular game situations. With the model, the computationally complex but fully quantifiable Pac-Man behavior paradigm provides a new approach to understanding animals' advanced cognition.

Three level hierarchical decision making model with GA

2014 ◽  
Vol 31 (6) ◽  
pp. 1116-1128 ◽  
Author(s):  
Egidio D’Amato ◽  
Elia Daniele ◽  
Lina Mallozzi ◽  
Giovanni Petrone
Keyword(s):  
Decision Making ◽  
Hierarchical Decision Making ◽  
Hierarchical Decision ◽  
Decision Making Model

The Research of Centralized Robot-Soccer Decision-Making System Based on Three-Layered Hierarchical Model

2014 ◽  
Vol 543-547 ◽  
pp. 1327-1330 ◽  
Author(s):  
Wei Zhao ◽  
Wen Juan Huang ◽  
Hong Ping Yao ◽  
Jian Yu Gao
Keyword(s):  
Decision Making ◽  
Hierarchical Model ◽  
Organizational Model ◽  
Soccer Robot ◽  
Hierarchical Decision Making ◽  
Robot Soccer ◽  
Hierarchical Decision ◽  
Decision Making System ◽  
Decision Making Model

This paper describes robot soccer, it studies the organizational model of the soccer robot, and centralized decision-making system is analyzed. With the deep research of the three-layered hierarchical decision-making model on the basis of decision-making, management and executive, the paper achieves the basic control of the robot.

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