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Optimal Real-Time Bidding Frameworks Discussion
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This note is a complementary material for the solution of optimal real-time bidding function in paper "Optimal Real-Time Bidding for Display Advertising, KDD 2014", where the estimated cost is taken as the bid price, i.e., the upper bound of the true cost. Here we discuss a more general bid optimisation framework with various utility and cost functions.
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RTBAgent: A LLM-based Agent System for Real-Time Bidding
RTBAgent wraps an LLM around an expert bidding strategy, letting the model adjust a bid multiplier by up to ±50% using memories and daily reflection, and reports marginal click gains on iPinYou.
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