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BECOA
Behavioral and cognitive foundations for agent-based models
FunderFrench National Research Agency (ANR)
Funder Contribution €102,500.00
DurationFrom 01 Nov 2011
Project codeANR-11-FRJA-0002
Identifiers
Description
We aim to develop more realistic agent-based models that have solid behavioral foundations and apply it to better understand dynamics in financial markets. Agent-based models (ABMs) are increasingly recognized as the most promising alternative set of tools to understand the highly complex modern economy. ABMs allow us to carefully investigate complex interactions among agents in a very flexible manner. Yet, currently, they lack solid foundations for specifying how agents learn and behave. We propose to conduct behavioral and computational experiments to test and potentially validate the assumptions made in ABMs. Among several aspects of learning, an emphasis will be placed on addressing one of the important open questions in the literature of learning in game as well as agent-based modeling: how agent cognize the environment and generalize or transfer their past experiences in facing a new situation. Insights obtained from addressing such a question will be utilized, together with behavioral data obtained from experimental financial markets, to investigate the effects of thought and behavior contagion in financial markets.
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We aim to develop more realistic agent-based models that have solid behavioral foundations and apply it to better understand dynamics in financial markets. Agent-based models (ABMs) are increasingly recognized as the most promising alternative set of tools to understand the highly complex modern economy. ABMs allow us to carefully investigate complex interactions among agents in a very flexible manner. Yet, currently, they lack solid foundations for specifying how agents learn and behave. We propose to conduct behavioral and computational experiments to test and potentially validate the assumptions made in ABMs. Among several aspects of learning, an emphasis will be placed on addressing one of the important open questions in the literature of learning in game as well as agent-based modeling: how agent cognize the environment and generalize or transfer their past experiences in facing a new situation. Insights obtained from addressing such a question will be utilized, together with behavioral data obtained from experimental financial markets, to investigate the effects of thought and behavior contagion in financial markets.
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