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Quantum Series AKTU Book PDF Free Download
Quantum Series AKTU
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
| Author | – |
| Language | English |
| No. of Pages | 105 |
| PDF Size | 6 MB |
| Category | Education |
| Source/Credits | pdffile.co.in |
Quantum Series AKTU Book PDF Free Download