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math.PR2004
Time to absorption in discounted reinforcement models
Robin Pemantle, Brian Skyrms
Reinforcement schemes are a class of non-Markovian stochastic processes. Their non-Markovian nature allows them to model some kind of memory of the past. One subclass of such model…
math.PR2004
Network formation by reinforcement learning: the long and medium run
Robin Pemantle, Brian Skyrms
We investigate a simple stochastic model of social network formation by the process of reinforcement learning with discounting of the past. In the limit, for any value of the disco…
math.PR2004★ 1 cited
A Dynamic Model of Social Network Formation
Brian Skyrms, Robin Pemantle
We consider a dynamic social network model in which agents play repeated games in pairings determined by a stochastically evolving social network. Individual agents begin to intera…