Introduction – Definition - Future of Artificial Intelligence – Characteristics of Intelligent Agents – Typical Intelligent Agents – Problem Solving Approach to Typical AI problems.
Problem solving Methods - Search Strategies- Uninformed - Informed - Heuristics - Local Search Algorithms and Optimization Problems - Searching with Partial Observations - Constraint Satisfaction Problems – Constraint Propagation - Backtracking Search - Game Playing - Optimal Decisions in Games – Alpha - Beta Pruning - Stochastic Games
First Order Predicate Logic – Prolog Programming – Unification – Forward Chaining-Backward Chaining – Resolution – Knowledge Representation - Ontological Engineering-Categories and Objects – Events - Mental Events and Mental Objects - Reasoning Systems for Categories - Reasoning with Default Information
Architecture for Intelligent Agents – Agent communication – Negotiation and Bargaining – Argumentation among Agents – Trust and Reputation in Multi-agent systems.
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Sowjanya Kumari, Suneeta, Prabin Kumar Bera, Nithya
Dr. Y. Sowjanya Kumari working as Associate Professor in SACET (Affiliated to JNT University, Kakinada), Chirala, India and she has 18 years of teaching experience. She has received her Ph.D. in JNT University, Kakinada, She has received M.Tech. in Computer Science & Engineering from JNTU, Kakinada A.P and B.Tech in Computer Science & Engineering from N.B.K.R.I.S.T, Vidyanagar, Nellore(dt) A.P. She has Published 11 research papers in various International Journals. Her research interest includes Image Processing, Machine Learning, IOT,AI.
Dr. K. Suneeta working as Professor in the Electrical and Electronics Engineering at. JB Institute of Engineering and Technology, Hyderabad. She graduated in Engineering at JNTU HYDERABAD, HYDERABAD, Telangana, India. She secured Master of Technology in Electrical Power Engineering at JNTU HYDERABAD, HYDERABAD, Telangana, India. She secured Ph.D., in Electrical and Electronics Engineering at JNTU HYDERABAD, HYDERABAD, Telangana, India. She is in teaching profession for more than 17 years. She has presented 35 papers in National and International Journals, Conference and Symposiums. Her main area of interest includes Power Systems and Smart Grids.
Mr. Prabin Kumar Bera, received B.E. in Electronics and Communication Engineering from Utkal University and M.Tech. in Micro-electronics and VLSI Engineering from I.I.T., Kharagpur in 2010 and pursuing his PhD at NIT, Durgapur. His research interest is in the field of Analog and Digital VLSI Design, Low power Semi-conductor Device, Artificial Intelligence etc. He has more than 15 years of teaching experience. He teaches different subjects like Nano-technology, Semiconductor-Devices, Artificial Intelligence and soft computing, VLSI circuit Design. He has published 4 research papers in reputed conferences and journal.
Dr. R. Nithya, currently working as an Assistant Professor in the Department of School of Computing Science at KPR COLLEGE OF ARTS SCIENCE & RESEARCH. She having 5 years of experience in the Department of School of Computing Science at Karpagam Academy of Higher Education (Deemed to be University) at Coimbatore, Tamil Nadu, India, since 2017. She was awarded Ph.D. in the Department of Computer Science (2018-2021) at Karpagam Academy of Higher Education (Deemed to be University), Coimbatore. She has published about 10 Journals.
