Subject Details
Dept     : AIDS
Sem      : 3
Regul    : 2021
Faculty : Gulshan Banu
phone  : 9655507259
E-mail  : gulshan.a.ad@snsce.ac.in
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Lecture Notes

UNIT 1:
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uninformed search strategies
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Problem solving agents
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Problem solving agents
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structure of agents
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nature of environments
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concept of rationality
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Agents and Environments
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Introduction to AI
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Introduction to AI
UNIT 2:
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online search agents and unknown environments
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search in partially observable environments
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Search with non-deterministic actions
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Local search and optimization problems
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Heuristic search strategies
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heuristic functions
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local search in continuous space
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heuristic functions.
UNIT 3:
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Game theory
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optimal decisions in games
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alpha-beta search
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monte-carlo tree search
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stochastic games
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Constraint satisfaction problems
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backtracking search for CSP
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partially observable games.
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Game theory
UNIT 4:
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knowledge representation and engineering
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First-order logic
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propositional model checking
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Knowledge-based agents
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propositional logic
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propositional theorem proving
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forward chaining
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inferences in first-order logic
UNIT 5:
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Acting under uncertainty
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Acting under uncertainty
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Probabilistic reasoning
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Bayesian networks
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exact inference in BN
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causal networks.
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Acting under uncertainty