Definition · architectures
direct planning
direct planning is a model writes a plan without first searching through many other paths. You can spot direct planning in practice when the record shows what the system observes, what choice it makes, and what changes next, without asking the reader to guess or trust a slogan.
157 definitions656 sourced recordsNamed source: ACL Anthology
Why does direct planning matter?
Direct plans are cheap and fast, but they may miss alternatives when the task has many constraints or dead ends. For direct planning, start with three checks: Who chooses the next step? Where does state live between steps? Who owns recovery when a step fails? The answers should point to visible evidence, not a promise.
What does direct planning look like?
A meeting agent writes a five-step scheduling plan from the calendar data it already has. This example makes direct planning visible by naming the actor, the action, and the result in practice. It is an illustration for readers, not a claim that every product behaves this way.
What is direct planning easy to confuse with?
Direct planning writes one plan. Planning via search compares several possible paths before choosing. The closest entries here are delegation, feedback-learning workflow, planning via search. Compare their definitions with direct planning before using the names as if they mean the same thing. That comparison keeps direct planning separate from nearby ideas without pretending the boundary is always perfect.
How certain is this definition?
This definition is provisional. ACL Anthology supports the version you see today, but a better or more direct source may change it. Open the cited page and check its date before you use this entry to choose a product, write a policy, set a safety control, or design a system.
Who introduced the term direct planning?
We have not verified who first introduced direct planning. The source supports a useful definition, but it may not be the earliest use. Until a dated primary record settles the question, we leave the origin open. A popular article or product page is not enough to name the person who coined a term.
What should you understand before direct planning?
Read agent workflow first when direct planning depends on a more basic idea or mechanism. The link gives you a useful route through the glossary. It does not mean every author teaches the subject in this order, so follow the source when the sequence matters.
What should this term help you answer?
Use direct planning to ask what an agent can observe, decide, change, remember, or hand off. The questions below turn the definition into a practical check. They are prompts for your own work, not claims made by the source, so change them to fit the system you are examining.
- Who chooses the next step?
- Where does state live between steps?
- Who owns recovery when a step fails?
Which source supports this definition of direct planning?
ACL Anthology supports this working definition of direct planning. We checked the link on 2026-07-12. Open the original record for its context, methods, limits, and publication details. The short explanation here is a guide to direct planning; the linked source remains the evidence to inspect when the wording or boundary matters.
source founddirect planningChecked 2026-07-12→