PPT-CS 4700: Foundations of Artificial Intelligence

Bart Selman selmancscornelledu Module Knowledge Reasoning and Planning Part 1 Logical Agents RampN Chapter 7 A ModelBased Agent Requires Knowledge and Reasoning Knowledge and Reasoning . ICT Ethics Bigger Task 2. Aki Heikkinen. What is artificial . intelligence?. Artificial intelligence (AI) . is . an art . to duplicate human intelligence for . non-living devices [2].. Modern day artificial intelligence is collection of computation operations which makes a machine function toward a specific goal [1].. Shuiwang. . Ji. General information. Instructor: . Shuiwang. . Ji. Office hours: Monday and Wednesday, 4:30PM-5:30PM, or by appointment. Office location: E&CS 3204. E-mail: . sji@cs.odu.edu. Research interests: machine learning, data mining, computer vision, computational biology. Lecture # 3. Intelligence. Intelligence.  has been defined in many different ways including as one's capacity for . Logic. Understanding. self-awareness. Learning.  emotional knowledge, . planning,. Movies… anyone?. What should I do?. Tell me SOMETHING. Being more formal. Artificial Intelligence is something which gives computers the ability to learn without. b. eing explicitly programmed. Current state of machine intelligence. Presented . by. :. . . Oliwual. . Islam. . . Vivek. . Mishra. . . Rahul. . Ravish. . Bart Selman. selman@cs.cornell.edu. Module: . Adversarial Search . R&N: Chapter 5. Outline. Adversarial Search . Optimal decisions. Minimax. α-β pruning. Case study: Deep Blue. UCT and Go. Adversarial Reasoning: Games. Bart Selman. selman@cs.cornell.edu. Module: Knowledge, Reasoning, and Planning. First-Order Logic and Inference. R&N: Chapters 8 and 9. Finite domains === “essentially propositional.” Also called:. Jaime M. . Saling. February 9, 2017. Reduce redundant guidance published by the Department of the Treasury to eliminate the risk of publishing inconsistent guidance to the agencies.. Objective. TFM. 2-4700 : Appendix I. to . rscheearch. at . Cmabrigde. . Uinervtisy. , it . deosn't. . mttaer. in . waht. . oredr. the . ltteers. in a . wrod. are, the . olny. . iprmoatnt. . tihng. is . taht. the . frist. and . 1. Artificial Intelligence. AI – is a field of learning that emulates human intelligence. Advances in human intelligence:. Machine intelligence has led to Robotics. Space exploration. Medicine. Advanced research . Bart Selman. selman@cs.cornell.edu. Informed Search . Readings R&N - Chapter 3: 3.5 and 3.6. Search. Search strategies determined by choice of node (in queue) to expand. Uninformed. search:. Distance to goal not taken into account. Prof. Bart Selman. selman@cs.cornell.edu. Machine Learning:. Decision . Trees. R&N 18.3. Big Data:. Sensors Everywhere. Data collected and stored at . enormous speeds (GB/hour. ). Cars. Cellphones. Chapter 10 New Frontiers for Ethical Considerations: Artificial Intelligence and Virtual Reality 1 Artificial Intelligence AI – is a field of learning that emulates human intelligence Advances in human intelligence: The advantages of purchasing an outdoor living area and offering practical advice for getting started. Why not make greater use of the room if you already possess it? Homeowners may design functional places for entertainment and leisure with the aid of outdoor living areas.