Pattern

Learning and Adaptation

Improve an agent across episodes — not within one task — by turning outcomes, corrections, and feedback into durable updates: memories, instructions, skills, and only rarely weights.

Classification — Looping across episodes (offline consolidation)

Full entry

The complete treatment — problem, how it works, when to use it, sources, and examples — lives in the volume below.

Vol. 01 Patterns of AI Agent Workflows Workflow & Primitives

Browse the full pattern index or the catalog.