Q-learning firms converge to a supracompetitive price forever if the Q-function at the end of experimentation favors that price in the relevant states.
Competition and Collusion in Two-Sided Markets with an Outside Option
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abstract
We introduce pricing formulas for competition and collusion models of two-sided markets with an outside option. For the competition model, we find conditions under which prices and consumer surplus may increase or decrease if the outside option utility increases. Therefore, neglecting the outside option can lead to either overestimation or underestimation of these equilibrium outputs. Comparing collusion to competition, we find that in cases of small cross-side externalities, collusion results in decreased normalized net deterministic utilities, reduced market participation and increased price, on both sides of the market. Additionally, we observe that as the number of platforms increases in the competition model, market participation rises. Profits, however, decrease when the net normalized deterministic utility is sufficiently low but increase when it is high. Furthermore, we identify specific conditions that quantify the change of price and consumer surplus when the competition increases.
fields
econ.GN 1years
2025 1verdicts
REJECT 1representative citing papers
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Learning to Charge More: A Theoretical Study of Collusion by Q-Learning Agents
Q-learning firms converge to a supracompetitive price forever if the Q-function at the end of experimentation favors that price in the relevant states.