Quantum series aktu pdf free download

Aktu quantum Series book PDF

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Quantum series aktu pdf Topics

• Unit 1:-
  • INTRODUCTION :
    • Introduction–Definition
    • Future of Artificial Intelligence
    • Characteristics of Intelligent Agents
    • Typical Intelligent Agents
    • Problem Solving Approach to Typical AI problems.
• Unit II:- 
  • PROBLEM-SOLVING METHODS: 
    • Problem-solving Methods
    • Search Strategies
    • Uninformed – Informed – Heuristics
    • Local Search Algorithms and Optimization Problems
    • Searching with Partial Observations
    • Constraint Satisfaction Problems
    • Constraint Propagation
    • Backtracking Search
    • Game Playing
    • Optimal Decisions in Games – Alpha – Beta Pruning – Stochastic Game
• KNOWLEDGE REPRESENTATION:
  • First Order Predicate Logic
  • Prolog Programming
  • Unification
  • Forward Chaining-Backward Chaining
  • Resolution
  • Knowledge Representation
  • Ontological Engineering – Categories and Objects – Events
  • Mental Events and Mental Objects
  • Reasoning Systems for Categories
  • Reasoning with Default Information
• SOFTWARE AGENTS:
  • Architecture for Intelligent Agents
  • Agent communication
  • Negotiation and Bargaining
  • Argumentation among Agents
  • Trust and Reputation in Multi-agent systems.
• APPLICATIONS:
  • AI applications
  • Language Models
  • Information Retrieval
  • Information Extraction
  • Natural Language Processing
  • Machine Translation
  • Speech Recognition
  • Robot
  • Hardware
  • Perception
  • Planning
  • Moving

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