TY - GEN
T1 - Informational cascades can be avoided with non-myopic agents
AU - Heydaribeni, Nasimeh
AU - Bistritz, Ilai
AU - Anastasopoulos, Achilleas
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/9
Y1 - 2019/9
N2 - We study informational cascades in a scenario where a finite number of players need to decide whether to buy a product, which is either good or bad, or not. The true value of the product is not known to the players, but each player has her own private information on it. Each player observes the previous actions of other players and forms a belief on the quality of the product. In this work, players get more than one opportunity to act, although, a player can only buy the product once. This is in contrast to the existing literature on informational cascades, where each player only acts once. We consider an exogenous random process for choosing the players to act in each turn. We provide a characterization of structured perfect Bayesian equilibria (sPBE) with forward-looking strategies through a fixed-point equation of dimensionality that grows only quadratically with the number of players. We show the existence of sPBE and prove that bad informational cascades can be avoided entirely for infinitely patient players when the product is bad. Furthermore, we show that for sufficiently patient players, bad informational cascades happen only when at least half of the players have revealed their private information.
AB - We study informational cascades in a scenario where a finite number of players need to decide whether to buy a product, which is either good or bad, or not. The true value of the product is not known to the players, but each player has her own private information on it. Each player observes the previous actions of other players and forms a belief on the quality of the product. In this work, players get more than one opportunity to act, although, a player can only buy the product once. This is in contrast to the existing literature on informational cascades, where each player only acts once. We consider an exogenous random process for choosing the players to act in each turn. We provide a characterization of structured perfect Bayesian equilibria (sPBE) with forward-looking strategies through a fixed-point equation of dimensionality that grows only quadratically with the number of players. We show the existence of sPBE and prove that bad informational cascades can be avoided entirely for infinitely patient players when the product is bad. Furthermore, we show that for sufficiently patient players, bad informational cascades happen only when at least half of the players have revealed their private information.
UR - http://www.scopus.com/inward/record.url?scp=85077797163&partnerID=8YFLogxK
U2 - 10.1109/ALLERTON.2019.8919881
DO - 10.1109/ALLERTON.2019.8919881
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AN - SCOPUS:85077797163
T3 - 2019 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019
SP - 655
EP - 662
BT - 2019 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019
Y2 - 24 September 2019 through 27 September 2019
ER -