M3 – Artificial Intelligence: A Bird’s Eye View

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A history of artificial intelligence: its rise, the main themes of early AI, the AI winter, and the modern era.

corso dei lucidi
Course_icon.svg Ingegneria dei sistemi intelligenti (modulo 1) (laurea magistrale, 2024/2025) — Andrea Omicini
usati nelle lezioni
gli stessi lucidi in altre edizioni
pubblicazione di riferimento
Publication_icon.svg Bayesian Reasoning and Machine Learning (libro, 2012) — David Barber
Publication_icon.svg Achieving Artificial Intelligence through Building Robots (rapporto tecnico, 1986) — Rodney A. Brooks
Publication_icon.svg Intelligence Without Reason (articolo in atti, 1991) — Rodney A. Brooks
Publication_icon.svg Intelligence without Representation (articolo in rivista, 1991) — Rodney A. Brooks
Publication_icon.svg Deep Blue (articolo in rivista, 2002) — Murray Campbell, A.Joseph Hoane, Feng-hsiung Hsu
Publication_icon.svg The Birth of Prolog (capitolo di libro, 1996) — Alain Colmerauer, Philippe Roussel
Publication_icon.svg STRIPS (voce di enciclopedia, 2006) — David Furcy, Sven Koenig
Publication_icon.svg CYC: Using Common Sense Knowledge to Overcome Brittleness and Knowledge Acquisition Bottlenecks (articolo in rivista, 1985) — Douglas B. Lenat, Mayank Prakash, Mary Shepherd
Publication_icon.svg An Introduction to Computing with Neural Nets (articolo in rivista, 1987) — Richard P. Lippmann
Publication_icon.svg Foundations of Logic Programming (libro, 1984) — John W. Lloyd
Publication_icon.svg History of LISP (capitolo di libro, 1981) — John McCarthy
Publication_icon.svg Machine Learning: An Artificial Intelligence Approach (curatela, 1983) — Ryszard S. Michalski, Jaime G. Carbonell, Tom M. Mitchell
Publication_icon.svg Encyclopedia of Cognitive Science (curatela, 2006) — Lynn Nadel
Publication_icon.svg Report on a general problem-solving program (articolo in atti, 1959) — Allen Newell, J.Cliff Shaw, Herbert A. Simon
Publication_icon.svg The logic theory machine—A complex information processing system (articolo in rivista, 1956) — Allen Newell, Herbert Simon
Publication_icon.svg The Euclidean travelling salesman problem is NP-complete (articolo in rivista, 1977) — Christos H. Papadimitriou
Publication_icon.svg Computer-based medical consultations: MYCIN (libro, 1976) — Edward Hance Shortliffe
Publication_icon.svg Mastering the game of Go with deep neural networks and tree search (articolo in rivista, 2016) — David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot, Sander Dieleman, Dominik Grewe, John Nham, Nal Kalchbrenner, Ilya Sutskever, Timothy Lillicrap, Madeleine Leach, Koray Kavukcuoglu, Thore Graepel, Demis Hassabis
Publication_icon.svg Stanley: The robot that won the DARPA Grand Challenge (articolo in rivista, 2006) — Sebastian Thrun, Mike Montemerlo, Hendrik Dahlkamp, David Stavens, Andrei Aron, James Diebel, Philip Fong, John Gale, Morgan Halpenny, Gabriel Hoffmann, Kenny Lau, Celia Oakley, Mark Palatucci, Vaughan Pratt, Pascal Stang, Sven Strohband, Cedric Dupont, Lars‐Erik Jendrossek, Christian Koelen, Charles Markey, Carlo Rummel, Joe van Niekerk, Eric Jensen, Philippe Alessandrini, Gary Bradski, Bob Davies, Scott Ettinger, Adrian Kaehler, Ara Nefian, Pamela Mahoney
Publication_icon.svg SHRDLU (voce di enciclopedia, 2006) — Nigel Ward
Publication_icon.svg Artificial Intelligence (libro, 2018) — Michael Wooldridge