| # course_notes/ – Topic Notes | |
| Markdown notes that mirror lecture content and extend the slides with proofs, derivations, and reading pointers. | |
| ## Files | |
| - `intro-to-rl.md`, `intro-to-phase2.md` – onboarding and course flow. | |
| - `bandits.md` – multi-armed bandits and regret basics. | |
| - `exploration.md` – exploration strategies and intrinsic motivation. | |
| - `advanced.md` – advanced RL miscellany. | |
| - `hierarchical.md` – options, temporally extended actions. | |
| - `imitation.md` – behavioral cloning, IRL. | |
| - `inverse.md` – inverse reinforcement learning. | |
| - `meta.md` – meta-learning and fast adaptation. | |
| ## How to read | |
| Start with `intro-to-rl.md`, then follow the lecture order: bandits → exploration → value-based/policy topics → hierarchical/imitation/meta. Each note links to references; check the slide number cues when cross-referencing. | |
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