Review Article

[Retracted] Review on the Application of Metalearning in Artificial Intelligence

Table 3

Challenges and countermeasures of metalearning.

ā€‰Technical aspectsApplication aspects

Specific problemCostly
Poor learning ability for complex tasks
Single learning method of metaknowledge
Difficulty in obtaining data
Inconsistent task distribution
Response planImproving model training performance
Studying the continuity of action execution
Metaknowledge combination learning
Building a training task database
Learning from the experience of other algorithms [67ā€“69]