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Strategic experimentation with asymmetric safe options

Author

Listed:
  • Das, Kaustav
  • Klein, Nicolas
  • Schmid, Katharina

Abstract

We study a two-player game of strategic experimentation with exponential bandits à la (Keller et al., 2005) where the safe-arm payoff is different across players. We show that, as in Das et al. (2020), there exists an equilibrium in cut-off strategies if and only if the difference in safe-arm payoffs is large enough. In the equilibrium in cutoff strategies, the player with the higher safe-arm payoff conducts less experimentation. This feature of the equilibrium offers an explanation for the fact that oftentimes technological innovations are due to startups rather than established market leaders.

Suggested Citation

  • Das, Kaustav & Klein, Nicolas & Schmid, Katharina, 2024. "Strategic experimentation with asymmetric safe options," Economics Letters, Elsevier, vol. 239(C).
  • Handle: RePEc:eee:ecolet:v:239:y:2024:i:c:s016517652400226x
    DOI: 10.1016/j.econlet.2024.111743
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    More about this item

    Keywords

    Two-armed bandit; Heterogeneous agents; Free-riding; Learning;
    All these keywords.

    JEL classification:

    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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