MC9286 AGENT BASED INTELLIGENT SYSTEMS Syllabus for 5th Sem MCA - Fifth semester - Regulation 2009 - Anna University


MC9286 AGENT BASED INTELLIGENT SYSTEMS Syllabus for 5th Sem MCA - Fifth semester - Regulation 2009 - Anna University


MC9286                      AGENT BASED INTELLIGENT SYSTEMS                       L T P C
3 0 0 3
UNIT I             INTRODUCTION                                                                                       9
Definitions - Foundations - History - Intelligent Agents-Problem Solving-Searching - Heuristics -Constraint Satisfaction Problems - Game playing.

UNIT II            KNOWLEDGE REPRESENTATION AND REASONING                         9
Logical Agents-First order logic-First Order Inference-Unification-Chaining- Resolution
Strategies-Knowledge Representation-Objects-Actions-Events

UNIT III           PLANNING AGENTS                                                                                9
Planning Problem-State Space Search-Partial Order Planning-Graphs-Nondeterministic
Domains-Conditional Planning-Continuous Planning-Multi Agent Planning.

UNIT IV          AGENTS AND UNCERTAINITY                                                               9
Acting  under  uncertainty   Probability  Notation-Bayes  Rule  and  use  -  Bayesian Networks-Other Approaches-Time and Uncertainty-Temporal Models- Utility Theory - Decision Network Complex Decisions.

UNIT V
HIGHER LEVEL AGENTS
9
Knowledge
in     Learning-Relevance
Information-Statistical
Learning     Methods-
Reinforcement    Learning-Communication-Formal    Grammar-Augmented    Grammars-
Future of AI.
TOTAL : 45 PERIODS

TEXT BOOK:
1.  Stuart Russell and Peter Norvig, Artificial Intelligence - A Modern Approach,2nd
Edition, Prentice Hall, 2002

REFERENCES:
1.  Michael Wooldridge, An Introduction to Multi Agent System”, John Wiley, 2002.
2.  Patrick Henry Winston, Artificial Intelligence, 3rd Edition, AW, 1999.
3.  Nils.J.Nilsson, Principles of Artificial Intelligence, Narosa Publishing House, 1992
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