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A finite claim budget turns insurance approval into a sequential decision (research walkthrough + synthetic demo)

During my MSc in Digital Agriculture at UNICAMP, I studied reinforcement learning for fraud prevention in crop insurance. The key modeling choice was to include the remaining budget in the state: approving one claim changes what can be funded later. I built an inspectable Gym-style environment with…

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  1. 2026-10-18 17:28 · r/reinforcementlearning
    A finite claim budget turns insurance approval into a sequential decision (research walkthrough + synthetic demo)

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