Artificial Intelligence

• Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, 3rd Ed., Pearson, 2010.
• D. Poole, A. Mackworth and R. Goebel, Computational Intelligence: A Logical Approach, Oxford University Press, 1998.
• G. F. Luger, Artificial Intelligence: Structures and Strategies for Complex Problem Solving, Addison-Wesley, 2008
• T. Mitchell, Machine Learning, McGraw Hill, 1997.
• D. Poole, A. Mackworth, Artificial Intelligence: Foundations of Computational Agents, Cambridge University Press, 2010. full ONLINE
• M. Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems, 2nd ed, Addison Wesley, 2004.
• Mariusz Flasiński, Wstęp do sztucznej inteligencji, PWN 2011.
• A. Kisielewicz, Sztuczna inteligencja. Podsumowanie przedsięwzięcia naukowego, WNT 2011.
• R. Tadeusiewicz, Sieci neuronowe, RM, 1993.
• Wiesław Traczyk, Inżynieria Wiedzy, EXIT, 2010.
• Leszek Rutkowski, Metody i techniki sztucznej inteligencji (wydanie II) Inteligencja obliczeniowa Wydawnictwo Naukowe PWN, 2012

• Frank van Harmelen, Vladimir Lifschitz, Bruce W. Porter, Handbook of Knowledge Representation, Elsevier Science (2008), online
• Ronald Brachman Hector Levesque Knowledge Representation and Reasoning, Morgan Kaufman, 2004 (slides)
• Hector Levesque Thinking as Computation (slides)
• G. Antoniou, F. van Harmelen, A Semantic Web Primer, MIT Press, 2004.
• Pascal Hitzler, Markus Krötzsch, Sebastian Rudolph , Foundations of Semantic Web Technologies

• Christopher M. Bishop Pattern Recognition and Machine Learning, Springer, 2007. BUY IT
• Paweł Cichosz, Systemy uczące się, WNT, 2000.

• A. Newell The Knowledge Level. Artificial Intelligence, 18(1):87-127, 1982

• I. Bratko, Prolog Programming for Artificial Intelligence, 4th ed, Addison-Wesley, 2011.
• Markov: ML progs in Pl
• Markov: AI progs in PL

• http://www.aispace.org

• John McCarthy
• George_Pólya
• Markov
• Peter Clark
• G. Luger
• Tom Mitchell
• Alan Mackworth
• Michael Negnevitsky
• Ronald Brachman
• Hector Levesque
• Frank van Harmelen
• Vladimir Lifschitz
• Christopher M. Bishop
• Stuart Russell
• Peter Norvig

• 8/N Queens
• Zebra Puzzle
• Transport_puzzle → River-crossing_problems → Missionaries_and_cannibals_problem

• CPSC352 RAM, 2011
• CPSC322 - Introduction to Artificial Intelligence - 1999
• Markov: AI
• Markov: ML
• Markov: ML progs in Pl
• Markov: AI progs in PL
• COMP9414: Artificial Intelligence
• Alan Mackworth CPSC 322: Introduction to Artificial Intelligence
• KE, KR, GA, http://chrome.ws.dei.polimi.it/index.php/SC:Knowledge_Engineering
• Peter Lucas
  • Knowledge Representation and Reasoning -- Logic meets Probability Theory --
  • Bayesian and Decision Models in AI
  • Programming in Prolog
  • IS: Intelligent Systems - Logic meets Probability Theory
  • Data Mining

• Hector Levesque
  • Ronald Brachman Hector Levesque Knowledge Representation and Reasoning
  • Thinking as Computation buy it!

• Natasha Alechina
  • Knowledge Representation and Reasoning
  • Planning and Search

• Stuart C. Shapiro
  • Knowledge Representation 2010 edition

• Joohyung Lee: Knowledge Representation and Reasoning with ASP

• Handbook of Knowledge Representation
  • public download Handbook of Knowledge Representation

• Yves Lespérance Knowledge Representation

• AI Giuseppe Carenini

• AAAI's AITopics
• CMU Artificial Intelligence Repository
  • http://www.cs.cmu.edu/Groups/AI/areas/learning/systems/learn_pl/0.html|Machine Learning Algorithms Implemented in Prolog

http://en.wikipedia.org/wiki/Ambient_intelligence http://isami.usal.es/ http://airlab.stanford.edu/ http://www.jaise-journal.org/ http://ocw.mit.edu/courses/media-arts-and-sciences/mas-963-ambient-intelligence-spring-2004/ http://fluid.media.mit.edu/courses/2004-MAS963/index.html http://www.unitn-sssa.org/science/courses/embedded http://wiki.csisdmz.ul.ie/wiki/Ubiquitous_computing/Ambient_intelligence http://www.ambientintelligence.org/

• http://www.jfsowa.com/pubs/semnet.htm
• http://www.duke.edu/~mccann/mwb/15semnet.htm
• http://www.obitko.com/tutorials/ontologies-semantic-web/
• http://intelligence.worldofcomputing.net/knowledge-representation/semantic-nets.html

• Index
• Markov
• Stanford class outline notes handouts
• CMU, Mitchell, Class
• JHopkins syllabus
• http://www.umiacs.umd.edu/~hal/courses/2011F_ML/
• ML Demos