Anna University Artificial Intelligence Notes – CS2351 AI Lecture Notes, Subject Notes for CSE 6th & IT 7th Semester
download Artificial Intelligence Anna University Notes – CS2351 Notes. Here we have provided the content of CS2351 Artificial Intelligence Notes and also download link for Anna University CS2351 Notes for CSE department Sixth (6th) Semester and IT Seventh (7th) Semester Students. you can download CS2351 AI Anna University Notes by clicking on the below link.
ARTIFICIAL INTELLIGENCE ANNA UNIVERSITY NOTES – CS2351 AI NOTES
Subjects : Artificial Intelligence (AI)
Subject Code : CS2351
Department : CSE and IT
Semester : 6th Sem (CSE) & 7th Sem (IT)
University : Anna University, Chennai
CS2351 Artificial Intelligence Anna University Notes download
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Content in CS2351 Notes :
UNIT I PROBLEM SOLVING
Introduction – Agents – Problem formulation – uninformed search strategies – heuristics
– informed search strategies – constraint satisfaction
UNIT II LOGICAL REASONING
Logical agents – propositional logic – inferences – first-order logic – inferences in firstorder
logic – forward chaining – backward chaining – unification – resolution
UNIT III PLANNING
Planning with state-space search – partial-order planning – planning graphs – planning
and acting in the real world
UNIT IV UNCERTAIN KNOWLEDGE AND REASONING
Uncertainty – review of probability – probabilistic Reasoning – Bayesian networks –
inferences in Bayesian networks – Temporal models – Hidden Markov models
UNIT V LEARNING
Learning from observation – Inductive learning – Decision trees – Explanation based
learning – Statistical Learning methods – Reinforcement Learning
1. S. Russel and P. Norvig, “Artificial Intelligence – A Modern Approach”, Second
Edition, Pearson Education, 2003.
1. David Poole, Alan Mackworth, Randy Goebel, ”Computational Intelligence : a logical
approach”, Oxford University Press, 2004.
2. G. Luger, “Artificial Intelligence: Structures and Strategies for complex problem
solving”, Fourth Edition, Pearson Education, 2002.
3. J. Nilsson, “Artificial Intelligence: A new Synthesis”, Elsevier Publishers, 1998.
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