Tato stránka obsahuje seznam literatury, ze které se lze naučit na státnicový okruh Adaptivní agenti a evoluční algoritmy. Znalosti ke státnicím jsou zároveň vyžadovány v rozsahu této literatury, pokud není psáno jinak.
Slajdy z Umělých bytostí
Slajdy ke Znalostem agentů (oddíl Knowledges in Multi-agent Systems)
Michael Wooldridge: An Introduction to MultiAgent Systems. Willey (2002) 1st ed. (nebo 2nd ed. v rozsahu 1st ed.)
Doplňující: Gerhard Weiss (editor): Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence. (základy: kap 1)
Richard S. Sutton and Andrew G. Barto: Reinforcement Learning:
An Introduction, MIT Press, Cambridge, MA (1998) kap. 1 — 7 html
Hanna Kokko: Modelling For Field Biologists: and Other Interesting People. Cambridge University Press (2007) (kap. 1, 2, 7, 8)
Leah Edelstein-Keshet: Mathematical Models in Biology. SIAM (2005) (kap. 4.1, 4.2, 6.1 — 6.3)
David J. Sweatt: Mechanisms of memory, Elsevier Academic Press, 2003 kap. 1 ("Sweatt_kap1.zip")
Melanie Mitchell: An Introduction to Genetic Algorithms, MIT Press, 1996
(1st ed), 1998 (2nd ed). (kap. 1--4)
David E. Goldberg: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Pub. Co. 1989. (kap. 1--4)
Alternativní ke GA: Zbigniew Michalewicz: Genetic Algorithms + Data Structures = Evolution Programs, Springer-Verlag, Berlin, 1996 (3rd ed). (základy kap 1, 4; teorie kap 2-3; pokročilé a aplikace kap 8, 10, 12, 13)
Alternativní ke GA: John H. Holland: Adaptation in Natural and Artificial Systems (základy: kap 1-2; teorie: kap 4-5)
Steve Rabin (ed.): AI Game Programming Wisdom I, Charles River Media, 2002 (k. 4.3)
Steve Rabin (ed.): AI Game Programming Wisdom IV, Charles River Media, 2008 (k. 2.2, 2.3, 2.5, 2.6)
Donald L. DeAngelis and Wolf M. Mooij: INDIVIDUAL-BASEDMODELING OF ECOLOGICAL AND EVOLUTIONARY PROCESSES. In: Annu. Rev. Ecol. Evol. Syst. 2005. 36:147–68 ("IndivModels")
Netlogo — modely Ants a Population dynamics (Woolf-sheep predation)
Text k virtuálním lidem (kap. 1, 3, 4.1 — 4.5, 7)
Doplňující text: State-of-art review o architekturach virtualnich panaku
Soar intro
Slajdy
Slajdy z Umělých bytostí
Slajdy ke Znalostem agentů (oddíl Knowledges in Multi-agent Systems)
Knihy a kapitoly z knih
Michael Wooldridge: An Introduction to MultiAgent Systems. Willey (2002) 1st ed. (nebo 2nd ed. v rozsahu 1st ed.)
Doplňující: Gerhard Weiss (editor): Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence. (základy: kap 1)
Richard S. Sutton and Andrew G. Barto: Reinforcement Learning:
An Introduction, MIT Press, Cambridge, MA (1998) kap. 1 — 7 html
Hanna Kokko: Modelling For Field Biologists: and Other Interesting People. Cambridge University Press (2007) (kap. 1, 2, 7, 8)
Leah Edelstein-Keshet: Mathematical Models in Biology. SIAM (2005) (kap. 4.1, 4.2, 6.1 — 6.3)
David J. Sweatt: Mechanisms of memory, Elsevier Academic Press, 2003 kap. 1 ("Sweatt_kap1.zip")
Melanie Mitchell: An Introduction to Genetic Algorithms, MIT Press, 1996
(1st ed), 1998 (2nd ed). (kap. 1--4)
David E. Goldberg: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Pub. Co. 1989. (kap. 1--4)
Alternativní ke GA: Zbigniew Michalewicz: Genetic Algorithms + Data Structures = Evolution Programs, Springer-Verlag, Berlin, 1996 (3rd ed). (základy kap 1, 4; teorie kap 2-3; pokročilé a aplikace kap 8, 10, 12, 13)
Alternativní ke GA: John H. Holland: Adaptation in Natural and Artificial Systems (základy: kap 1-2; teorie: kap 4-5)
Steve Rabin (ed.): AI Game Programming Wisdom I, Charles River Media, 2002 (k. 4.3)
Steve Rabin (ed.): AI Game Programming Wisdom IV, Charles River Media, 2008 (k. 2.2, 2.3, 2.5, 2.6)
Jiné
Donald L. DeAngelis and Wolf M. Mooij: INDIVIDUAL-BASEDMODELING OF ECOLOGICAL AND EVOLUTIONARY PROCESSES. In: Annu. Rev. Ecol. Evol. Syst. 2005. 36:147–68 ("IndivModels")
Netlogo — modely Ants a Population dynamics (Woolf-sheep predation)
Text k virtuálním lidem (kap. 1, 3, 4.1 — 4.5, 7)
Doplňující text: State-of-art review o architekturach virtualnich panaku
Soar intro