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Adaptive Learning Agent

Monitors prediction vs. actual outcomes, identifies systematic biases, and applies Bayesian model updates.

Agent ID
adaptive-learning-agent
Sector Property Management & Hotel Technology
Status
Operational

Problem Statement

The challenge addressed

Static pricing models degrade over time as market conditions change. Continuous learning from outcomes is essential for maintaining prediction accuracy.

Core Logic

How the agent solves it

Monitors prediction vs. actual outcomes, identifies systematic biases, and applies Bayesian model updates. Adjusts demand multipliers, price elasticity estimates, and confidence weights based on feedb...

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