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Knowledge-Based Systems and Multi-Agent Environments, Two main approaches…

- - - - Sentences can be axioms (assumed true) or derived statements.
      - Uses
        
        TELL
        
        To add information (Eg: TELL(KB, "PitAt(2,2)"))
        
        ASK
        
        To query the KB (Eg: ASK(KB, "Safe(2,3)?"))
      - Representation languages
        
        Propositional Logic
        
        Predicate logic
- - - - MAKE ACTION QUERY Asks what to do next.
        
        MAKE ACTION SENTENCE – Logs chosen action before execution.
- - - - Alignment - match direction
        
        Cohesion -move towards group center
  - - - Developing swarm robots or drone groups to perform collective tasks.
- - - - it involves computer programs, robots, or artificial environments to mimic natural life processes.
    - - Computer simulations of ecosystems or animal behaviors.
        
        Robots that move like animals Eg: Theo Jansen’s wind-powered Strandbeests
        
        Software that evolves behaviors similar to natural selection.
  - - - Examples
        
        Crowdsourcing platforms
        Eg: Amazon Mechanical Turk where people collectively solve tasks.
        
        Social insects like bees and ants working as one.
        
        Swarm robots collaborating to accomplish complex goals.