AL-304 Artificial Intelligence Notes
5 notes for Artificial Intelligence, unit by unit.
Notes for AL-304
- Unit 1 · Short notes Fundamentals and Search Techniques Fundamentals of AI · History of AI · Motivation and need of AI · Production systems · Characteristics of production systems · Goals and contributions of AI to modern technology
- Unit 2 · Short notes Knowledge Representation and Reasoning Knowledge representation · Problems in representing knowledge · Propositional logic · Predicate logic · Comparison of propositional and predicate logic · Resolution
- Unit 3 · Short notes Probabilistic and Symbolic Reasoning Probabilistic reasoning · Bayes' theorem · Semantic networks · Scripts · Schemas · Frames
- Unit 4 · Short notes Game Playing, Planning and NLP Minimax procedure · Alpha‑beta pruning · Planning · Block world problem in robotics · Natural Language Processing (NLP) introduction · Components of NLP
- Unit 5 · Short notes Expert Systems Characteristics of expert systems · Requirements of expert systems · Components of expert systems · Capabilities of expert systems · Inference engine · Forward chaining