arXiv Open Access 2025

Strategic Learning with Asymmetric Rationality

Qingmin Liu Yuyang Miao
Lihat Sumber

Abstrak

This paper analyzes a dynamic interaction between a fully rational, privately informed sender and a boundedly rational, uninformed receiver with memory constraints. The sender controls the flow of information, while the receiver designs a decision-making protocol that uses a finite state space to learn and to provide incentives. We characterize optimal protocols and quantify the scope for manipulation and the incentive cost of guarding against it. We show that distinctive behavioral patterns that might otherwise appear erratic or psychologically driven -- such as information disengagement, opinion polarization conditional on the same information, and indecision near the decision point -- emerge as systematic equilibrium responses to asymmetric rationality and information. The model provides an expressive framework for procedural rationality in strategic settings.

Topik & Kata Kunci

Penulis (2)

Q

Qingmin Liu

Y

Yuyang Miao

Format Sitasi

Liu, Q., Miao, Y. (2025). Strategic Learning with Asymmetric Rationality. https://arxiv.org/abs/2510.23951

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2025
Bahasa
en
Sumber Database
arXiv
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Open Access ✓