NIT Srinagar Syllabus CSE 6th Sem
Introduction to AI. Agents and environments. Problem solving by search; uninformed search, informed (“heuristic”) search, constrained satisfaction problems, adversarial search, Knowledge representation and reasoning; rule based representations, logical formalisms, frames or object oriented systems, network based approaches and mixed representations. Theorem-proving. Knowledge bases and expert systems.
Overview of LISP and PROLOG. Reasoning in uncertain environments. Planning communication and multiagent systems. Learning. Vision. Natural Language Processing. Neural nets, non-monotonic logic, various case studies.
- Charniak and Mcdermott. Introduction to Artificial Intelligence, Addison-Wesley, 1985.
- Ginsburg. Essentials of Artificial Intelligence, Morgan Kaufmann, 1993. Winston. Artificial Intelligence, 3rd Edition, Addison Wesley, 1992.
- Elaine Rich, Artificial Intelligence, PHI.