Syllabus
Unit-1. Fundamental of Artificial Intelligence, history, motivation and need of AI, Production systems, Characteristics of production systems , goals and contribution of AI to modern technology, search space, different search techniques: hill Climbing, Best first Search, heuristic search algorithm, A* and AO* search techniques etc.
Unit-2. Knowledge Representation, Problems in representing knowledge, knowledge representation using propositional and predicate logic, comparison of propositional and predicate logic, Resolution, refutation, deduction, theorem proving, inferencing, monotonic and non-monotonic reasoning.
Unit-3. Probabilistic reasoning, Baye's theorem, semantic networks, scripts, schemas, frames, conceptual dependency, forward and backward reasoning.
Unit-4. Game playing techniques like minimax procedure, alpha-beta cut-offs etc, planning, Study of the block world problem in robotics, Introduction to understanding, natural language processing (NLP), Components of NLP, application of NLP to design expert systems.
Unit-5. Expert systems (ES) and its Characteristics, requirements of ES, components and capability of expert systems, Inference Engine Forward & backward Chaining, Expert Systems Limitation, Expert System Development Environment, technology, Benefits of Expert Systems.
NOTES :
AD-304-AI-UNIT-1
AD-304-AI-UNIT-2
AD-304-AI-UNIT-3
AD-304-AI-UNIT-4
AD-304-AI-UNIT-5
Question Bank :
RGPV OLD PAPER:
Assignments Session 2025-26(ODD) (Batch:2024-2028)
AD-304_AI_Assignment_Unit 1 Deadline: 13/10/2025
AD-304_AI_Assignment_Unit 2 Deadline: 04/11/2025
AD-304_AI_Assignment_Unit 3 Deadline: 13/11/2025
QUIZ Session 2025-26(ODD)
(Batch:2024-2028)
Quiz – AD-304_AI- Unit 3
Quiz – AD-304_AI- Unit 4
Quiz – AD-304_AI- Unit 5
List of Lab Programs:
AL/AD-304_AI_Viva Voce Question: