Minimal multi-armed bandit helpers: pure exploration & pure exploitation.
Project description
mab-lite-dhruv
Minimal multi-armed bandit helpers for pure exploration and pure exploitation.
Perfect for teaching, quick baselines, and sanity checks.
✨ Features
- 🍭 Pure exploration: uniform random arm pulls for
ttrials - ⚙️ Pure exploitation: always pull one arm (optionally specify which)
- 🔁 Reproducible: optional
seed - 📜 History: returns per-arm counts, rewards, and (arm, reward) history
📦 Installation
pip install mab-lite-dhruv
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