Capturing a Commander's decision making style
| Autor: | Jacob Russell, Eugene Santos, Luke Veenhuis, Ramnjit Boparai, Thomas Kristoffer Stautland, Keumjoo Kim, Hien Nguyen |
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| Rok vydání: | 2017 |
| Předmět: |
Cognitive model
Operations research Process (engineering) Computer science 010102 general mathematics Cognition 02 engineering and technology 01 natural sciences Action (philosophy) 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Signals intelligence 0101 mathematics Decision-making Set (psychology) Construct (philosophy) |
| Zdroj: | SPIE Proceedings. |
| ISSN: | 0277-786X |
| DOI: | 10.1117/12.2268452 |
| Popis: | A Commander’s decision making style represents how he weighs his choices and evaluates possible solutions with regards to his goals. Specifically, in the naval warfare domain, it relates the way he processes a large amount of information in dynamic, uncertain environments, allocates resources, and chooses appropriate actions to pursue. In this paper, we describe an approach to capture a Commander’s decision style by creating a cognitive model that captures his decisionmaking process and evaluate this model using a set of scenarios using an online naval warfare simulation game. In this model, we use the Commander’s past behaviors and generalize Commander's actions across multiple problems and multiple decision making sequences in order to recommend actions to a Commander in a manner that he may have taken. Our approach builds upon the Double Transition Model to represent the Commander's focus and beliefs to estimate his cognitive state. Each cognitive state reflects a stage in a Commander’s decision making process, each action reflects the tasks that he has taken to move himself closer to a final decision, and the reward reflects how close he is to achieving his goal. We then use inverse reinforcement learning to compute a reward for each of the Commander's actions. These rewards and cognitive states are used to compare between different styles of decision making. We construct a set of scenarios in the game where rational, intuitive and spontaneous decision making styles will be evaluated. |
| Databáze: | OpenAIRE |
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