Bounded Optimality
22 October 2017
- Simon, Herbert A. “A behavioral model of rational choice.” The quarterly journal of economics 69.1 (1955): 99-118.
- Horvitz, Eric J. Computation and action under bounded resources. Doctoral dissertation, Stanford University, 1990.
- Russell, Stuart Jonathan, and Eric Wefald. Do the right thing: studies in limited rationality. MIT press, 1991.
- Russell, Stuart J., and Devika Subramanian. “Provably bounded-optimal agents.” Journal of Artificial Intelligence Research 2 (1995): 575-609.
- Russell, Stuart J. “Rationality and intelligence.” Artificial intelligence 94.1-2 (1997): 57-77.
APA
- Russell, Stuart, and Eric Wefald. “Principles of metareasoning.” Artificial intelligence 49.1-3 (1991): 361-395.
- Zilberstein, Shlomo, and Stuart Russell. “Optimal composition of real-time systems.” Artificial Intelligence 82.1-2 (1996): 181-213.
- Compose bounded optimal agents
- Gilovich, Thomas, Dale Griffin, and Daniel Kahneman, eds. Heuristics and biases: The psychology of intuitive judgment. Cambridge university press, 2002.
- Gershman, Samuel J., Eric J. Horvitz, and Joshua B. Tenenbaum. “Computational rationality: A converging paradigm for intelligence in brains, minds, and machines.” Science 349.6245 (2015): 273-278.
- Griffiths, Thomas L., Falk Lieder, and Noah D. Goodman. “Rational use of cognitive resources: Levels of analysis between the computational and the algorithmic.” Topics in cognitive science 7.2 (2015): 217-229.
- Russell, Stuart. “Rationality and intelligence: A brief update.” Fundamental Issues of Artificial Intelligence. Springer International Publishing, 2016. 7-28.
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