Multi-Armed Bandit with Delayed Feedback
Multi-Armed Bandit with Delayed Feedback: a task in openthoughts-tblite-dev-apptainer-v1: OpenThoughts-TBLite dev (offline Apptainer, v1) (Harbor dataset). You are a machine learning engineer at AdTech Corp, an online advertising platform. Your team manages a real-time ad selection system that…
The task
You are a machine learning engineer at AdTech Corp, an online advertising platform. Your team manages a real-time ad selection system that chooses which advertisement to show to each user. The challenge: **conversions (clicks, purchases) arrive with significant delays** - users may convert hours or even days after…