Dear Students the Lecture Notes has been uploaded for the following topics:Overview of AI application areas., AI as Representation and search:, The predicate calculus, The propositional calculus, Predicate Calculus-Application, AI as Empirical Enquiry: Introduction, -The Science of Intelligent System, -AI current challenges & future directions.
Dear Students the Lecture Notes has been uploaded for the following topics:Planning: The Planning Problem, Planning with state space search, Partial order planning, Analysis of Planning approaches, Planning and Acting in real world: Time, Schedules and Resources, Conditional Planning-Execution, Monitoring and replanning, Continuous planning, planning graphs , Uncertainty: Acting under uncertainty, Basic probability Notion-Bayes’s Rule and its use., Reinforcement Learning: Introduction, Passive Reinforcement Learning-Active Reinforcement Learning, Generalization Reinforcement Learning, Policy Search
Dear Students the Lecture Notes has been uploaded for the following topics:AI History and Applications, From Eden to ENIAC-Historical foundation, Development of Logic- Turing Test., AI Challenge, Knowledge representation, Issues in representation, Conceptual graphs, Alternative representations and ontologies., AI History and Applications, Machine Learning, Symbol based: Introduction, Framework for Symbol based learning, Knowledge and learning-, Reinforcement Learning, Machine Learning-Connectionist, Foundation for Connectionist Networks, Perception Learning, Competitive Learning.
