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We propose a framework in order to econometrically estimate case-based learning and apply it to empirical data from … twelve 2 × 2 mixed strategy equilibria experiments. Case-based learning allows agents to explicitly incorporate information …-based learning to other learning models (reinforcement learning and self-tuned experience weighted attraction learning) while using …
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We submitted three models to the competition which were based on the I-SAW model. The models introduced four new assumptions. In the first model an adjustment process was introduced through which the tendency for exploration was higher at the beginning and decreased over time in the exploration...
Persistent link: https://www.econbiz.de/10009752428
This paper describes the “Bounded Memory, Inertia, Sampling and Weighting” (BI-SAW) model, which won the http://sites.google.com/site/gpredcomp/Market Entry Prediction Competition in 2010. The BI-SAW model refines the I-SAW Model (Erev et al. [1]) by adding the assumption of limited memory...
Persistent link: https://www.econbiz.de/10009752429
. Our model was designed according to the Instance-Based Learning Theory (IBLT). The two versions of the model assumed the … same cognitive principles of decision making and learning in the MEC. The only difference between the two models was the …
Persistent link: https://www.econbiz.de/10009752431
local interactions. Amongst others, we discuss best reply learning in a global- and in a local- interaction framework and … best reply learning in multiple location models and in a network formation context. Further, we discuss imitation learning …
Persistent link: https://www.econbiz.de/10009752447
We study social learning in a large population of agents who only observe the actions taken by their neighbours. Agents …
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