Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data.
Amparo Alonso-BetanzosBertha Guijarro-BerdiñasAlejandro Rodríguez-AriasNoelia Sánchez-MaroñoPublished in: IWANN (2) (2021)
Keyphrases
- demographic data
- decision trees
- multi agent systems
- multi agent
- multiagent systems
- autonomous agents
- software agents
- multiple agents
- artificial agents
- decision tree induction
- decision making
- intelligent agents
- cooperative
- machine learning
- agent systems
- agent model
- agent architecture
- predictive accuracy
- real world
- mobile agents
- random forest
- dynamic environments
- training data
- resource allocation
- decision rules
- learning agents
- agent interactions
- machine learning algorithms
- decision theoretic
- reasoning process
- interacting agents
- trust model
- classification trees
- rule induction
- pareto optimal
- coalition formation
- evolutionary algorithm
- knowledge sharing
- naive bayes
- multi objective