Reading List

Some suggested readings on a variety of cognitive modeling and cognitive science topics:

  • A standard model of the mind: Toward a common computational framework across artificial intelligence, cognitive science, neuroscience, and robotics (Laird,¬†Lebiere, & Rosenbloom, 2017).
  • Computational Theory of Mind (plato.stanford.edu)
  • The Atomic Components of Thought (Anderson & Lebiere, 2014)
  • Connectionist-symbolic integration (Sun, & Alexandre, 2013)
  • Scaling Learning Algorithms towards AI (Bendio & LeCun, 2007)
  • The Soar Cognitive Architecture (Laird, 2012)
  • Rules of the Mind (Anderson, 1993)
  • Unified Theories of Cognition¬† (Newell, 1990)
  • The Sciences of the Artificial (Simon, 1974)
  • Situating GOMS Models Within Complex, Sociotechnical Systems (West & Nagy, 2000)