{"product_id":"9789355850140-5","title":"Artificial Intelligence for SPPU 19 Course (TE - SEM VI - COMP.  \u0026  TE - SEM V - AI\u0026DS - 310253)","description":"\u003cp\u003eUnit IIntroduction Introduction to Artificial Intelligence, Foundations of Artificial Intelligence, History of Artificial Intelligence, State of the Art, Risks and Benefits of AI, Intelligent Agents, Agents and Environments, Good Behavior : Concept of Rationality, Nature of Environments, Structure of Agents. (Chapter - 1) Unit IIProblem-solving Solving Problems by Searching, Problem-Solving Agents, Example Problems, Search Algorithms, Uninformed Search Strategies, Informed (Heuristic) Search Strategies, Heuristic Functions, Search in Complex Environments, Local Search and Optimization Problems. (Chapters - 2, 3) Unit IIIAdversarial Search and Games Game Theory, Optimal Decisions in Games, Heuristic Alpha-Beta Tree Search, Monte Carlo Tree Search, Stochastic Games, Partially Observable Games, Limitations of Game Search Algorithms, Constraint Satisfaction Problems (CSP), Constraint Propagation : Inference in CSPs, Backtracking Search for CSPs. (Chapters - 4, 5) Unit IVKnowledge Logical Agents, Knowledge-Based Agents, The Wumpus World, Logic, Propositional Logic : A Very Simple Logic, Propositional Theorem Proving, Effective Propositional Model Checking, Agents Based on Propositional Logic, First-Order Logic, Representation Revisited, Syntax and Semantics of First-Order Logic, Using First-Order Logic, Knowledge Engineering in First-Order Logic. (Chapters - 6, 7, 8) Unit VReasoning Inference in First-Order Logic, Propositional vs. First-Order Inference, Unification and First-Order Inference, Forward Chaining, Backward Chaining, Resolution, Knowledge Representation, Ontological Engineering, Categories and Objects, Events, Mental Objects and Modal Logic, Reasoning Systems for Categories, Reasoning with Default Information. (Chapters - 9, 10) Unit VIPlanning Automated Planning, Classical Planning, Algorithms for Classical Planning, Heuristics for Planning, Hierarchical Planning, Planning and Acting in Nondeterministic Domains, Time, Schedules, and Resources, An\u003c\/p\u003e","brand":"Technical Publications","offers":[{"title":"Default Title","offer_id":47393438105771,"sku":"12526265806","price":650.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0620\/3355\/9723\/files\/9789355850140_5_fd84df94-e3bb-49f2-918c-aeb199a41be8.jpg?v=1784027793","url":"https:\/\/technicalpublications.in\/products\/9789355850140-5","provider":"Technical Publications","version":"1.0","type":"link"}