2780273
Description
Mind Map by Mohamed Moalin, updated more than 1 year ago
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Created by Mohamed Moalin
about 9 years ago
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Agents
- Simple reflex agents
- Actions selected
depend on solely the current
state (Ignores percept
history)
- Has to be able to
observe the whole
environment
- Actions selected
depend on solely the current
state (Ignores percept
history)
- Model-based reflex agents
- Tracks the environment even
when observing it (Percept History)
- Aware of:
- How things around it evolve (independent of it).
- How it influences the world by its actions
- How things around it evolve (independent of it).
- Tracks the environment even
when observing it (Percept History)
- Goal-based agents = Model-based but with objectives
- Searching
- Planning
- Considers future
- Searching
- Utility-based agents
- Compare different worlds using utility function
- Map state(s) with numbers
associated with happiness
- Applies tradeoff to
conflicting goals
- Weighs up likelyhood of sucess &
importance of task in uncertain goals
- Map state(s) with numbers
associated with happiness
- Compare different worlds using utility function
- Learning agents
- Makes
improvements using
feedback
- analogy: perception split as
reward/punishment
- analogy: perception split as
reward/punishment
- Suggests actions
that lead to
informative
experience
- Makes
improvements using
feedback
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