Mistakes in Knowledge, Reasoning and Learning

Gaps in Knowledge and Reasoning

Form reasoning goals to ask itself to connect gaps in knowledge using other cases from memory

Streategy Selection and Integration

strategy integration is shifting from one strategy to another.

Ex. Metacognition chooses generate-and-test for all the strategies and determines the best, then moves to means-end analysis because it's best.


cognitive systems

Metacognition and deliberation are overlapping

Metacognition helps w/ strategy selection

  • constraint propagation
  • case-based reasoning
  • planning
  • etc.

For each strategy it can select sub-tasks, recursively.

Represented by a two layer loop between deliberation and meta-cognition

Goal Based Autonomy