41 citations · 41 across the 1 of their papers we have counts for
5 papers
The Two Kinds of Free Energy and the Bayesian Revolution
Sebastian Gottwald, Daniel A. Braun
The concept of free energy has its origins in 19th century thermodynamics, but has recently found its way into the behavioral and neural sciences, where it has been promoted for it…
An Information-theoretic On-line Learning Principle for Specialization in Hierarchical Decision-Making Systems
Heinke Hihn, Sebastian Gottwald, Daniel A. Braun
Information-theoretic bounded rationality describes utility-optimizing decision-makers whose limited information-processing capabilities are formalized by information constraints.…
Bounded rational decision-making from elementary computations that reduce uncertainty
Sebastian Gottwald, Daniel A. Braun
In its most basic form, decision-making can be viewed as a computational process that progressively eliminates alternatives, thereby reducing uncertainty. Such processes are genera…
Systems of bounded rational agents with information-theoretic constraints
Sebastian Gottwald, Daniel A. Braun
Specialization and hierarchical organization are important features of efficient collaboration in economical, artificial, and biological systems. Here, we investigate the hypothesi…
Bounded Rational Decision-Making with Adaptive Neural Network Priors
Heinke Hihn, Sebastian Gottwald, Daniel A. Braun
Bounded rationality investigates utility-optimizing decision-makers with limited information-processing power. In particular, information theoretic bounded rationality models forma…