Foundational background concepts. These pages are terminal reference nodes — other pages link in; foundations write no outward links.
- Bellman operator — dynamic-programming fixed-point operator underlying value functions and generalized pricing recursions.
- Episodic vs continuing tasks — RL task-formulation distinction that motivates transition-based discounting.
- Options framework — Sutton–Precup–Singh temporally-extended actions formalism.