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Perfectly rational decision-makers maximize expected utility, but crucially ignore the resource costs incurred when determining optimal actions.
Theory of Games and Economic Behavior
J. von Neumann and O. Morgenstern · 1944
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Energy and information
M. Tribus and E.C. McIrvine · 1971
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Models of Bounded Rationality
H Simon · 1982
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Thermodynamics and an Introduction to Themostatistics
H.B. Callen · 1985
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Risk-sensitive optimal control
P. Whittle · 1990
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H-Infinity Optimal Control and Related Minimax Design Problems: A Dynamic Game Approach
T. Basar and P. Bernhard · 1995
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The Feynman Lectures on Computation
R. P. Feynman · 1996
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Mutual information, metric entropy and cumulative relative entropy risk
D. Haussler and M. Opper · 1997
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Equilibrium States in Ergodic Theory
G. Keller · 1998
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D.H. Wolpert · 2004
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A linear theory for control of non-linear stochastic systems
B. Kappen · 2005
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Time, space, and energy in reversible computing
P.M.B. Vitanyi · 2005
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Linearly solvable markov decision problems
E. Todorov · 2006
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An information-theoretic approach to interactive learning
S. Still · 2009
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Efficient computation of optimal actions
E. Todorov · 2009
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A bayesian rule for adaptive control based on causal interventions
P.A. Ortega and D.A. Braun · 2010
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A conversion between utility and information
P.A. Ortega and D.A. Braun · 2010
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Path integral control and bounded rationality
D.A. Braun, P.A. Ortega, E. Theodorou, and S. Schaal · 2011
Closest in time.
A unified framework for resource-bounded autonomous agents interacting with unknown environments
P. Ortega · 2011
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