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Robotics & Artificial Intelligence

What are the advantages and disadvantages of rule-based modelling?

AI Concepts

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Advantages of Rule-Based Modelling:

  1. Easy to Understand — The system's decisions are clear because they follow straightforward rules.
  2. Simple to Create — Setting up a rule-based system is easy since you just need to define the rules.
  3. Consistent — The system behaves predictably, always following the same rules under the same conditions.

Disadvantages of Rule-Based Modelling:

  1. Not Flexible — The system can only handle situations covered by the predefined rules. Unexpected scenarios can be challenging to handle.
  2. Difficult to Manage — As the number of rules increases, it becomes harder to maintain and update the system.
  3. No Learning — The system does not learn from new experiences. It always uses the same set of rules unless they are manually updated.

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