bounded-optimality

5 notes carry this tag — 3 claims, 1 observation, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

The AI lineage resource-rational analysis actually draws on is Horvitz and Russell's bounded optimality, not Werbos's approximate dynamic programming

claim seedling Tier 1 2026-07-27 · resource-rationality, bounded-optimality, horvitz, stuart-russell, werbos
Resource-rational analysis (Lieder & Griffiths 2020) self-describes as a direct extension of Anderson's rational analysis, pushing it toward Marr's algorithmic level

claim seedling Tier 1 2026-07-27 · resource-rationality, rational-analysis, anderson, lieder-griffiths, marr-levels
Resource-rational analysis formalizes bounded rationality as expected utility minus an explicit compute-cost term, not as a dynamic-programming recursion

claim seedling Tier 1 2026-07-27 · resource-rationality, bounded-optimality, optimization, expected-utility, cognitive-science
Resource-rational analysis confirms the Anderson leg but not the Werbos leg of the optimization-as-theory-of-mind bridge

observation seedling Tier 1 2026-07-27 · resource-rationality, rational-analysis, werbos, bounded-optimality, optimization
Is resource-rational analysis (Lieder & Griffiths) the tightest convergence point of Werbos's approximate dynamic programming and Anderson's rational analysis?

capture promoted Tier 1 2026-07-20 · resource-rationality, rational-analysis, anderson, lieder-griffiths, bounded-optimality