Multi-Armed Bandits Overview — Roadmap Step & Resources
An alternative to fixed A/B tests that adapts traffic allocation as results come in
- Level: advanced
- Estimated time: 1 days
- Roadmap: Data Science
Before this step
Study resources
- Multi-Armed Bandit Algorithms (Article) — Optimizely's widely-referenced explanation of multi-armed bandit algorithms.
- Multi-Armed Bandits Explained (Video) — A clear explanation of the exploration-exploitation trade-off in bandit algorithms.
Part of
- Experimentation & A/B Testing — section
- Data Science roadmap — the full learning path