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Knowledge-based systems (Knowledge Base (Sequence of actions (MAKE…
Knowledge-based
systems
Logical Agents
human reactions not only reflex
Agent needs a Knowledge base
Only Path finding limits Agent
Knowledge Base
Represent using language
Sentence = assertion about the world
TELL and ASK
May involve inference
Sequence of actions
MAKE PERCEPT SENTENCE
MAKE ACTION QUERY
MAKE ACTION SENTENCE
Approach
Declarative approach
Procedural approach
Multi-agent environments
Planning - Each agent makes its own plan
coordinate
Convention
Communication
Examples
feeding frenzy
ants - self-organisation
honey bee swarm
Emergence
Patterns of behaviour
Individuals follow simple rules
Macro-level phenomenon
Emergent complexity
ALIFE (Artificial Life)
evolution in action
behaviour and intelligence
synthetic biology
collective dynamics