Quantum Series AKTU PDF Summary
Dear readers, here we are offering Quantum Series AKTU PDF to all of you. The Quantum series is the complete one-stop solution for engineering students looking for a simple yet effective guidance system for core engineering subjects. Based on student needs and catering to the requirements of the syllabus, this series uniquely addresses how concepts are tested through University examinations.
The easy to comprehend question-answer adhered to by the books in this series is suitable and recommended for students. The student is able to effortlessly grasp the concepts and ideas discussed in their course books with the help of this series. The solved question papers of previous years act as an additional advantage for students to comprehend the paper pattern, and thus anticipate and prepare for examinations accordingly.
Quantum Series AKTU PDF
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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