Bounded Rational Decision-Making with Adaptive Neural Network Priors. - Heinke Hihn; Sebastian Gottwald 001; Daniel A. Braun 001 (ANNPR, 2018)

An Information-theoretic On-line Learning Principle for Specialization in Hierarchical Decision-Making Systems. - Heinke Hihn; Sebastian Gottwald 001; Daniel A. Braun 001 (CDC, 2019)

Bounded Rational Decision-Making from Elementary Computations That Reduce Uncertainty. - Sebastian Gottwald 001; Daniel A. Braun 001 (Entropy, 2019)

Systems of Bounded Rational Agents with Information-Theoretic Constraints. - Sebastian Gottwald 001; Daniel A. Braun 001 (Neural Comput., 2019)

The two kinds of free energy and the Bayesian revolution. - Sebastian Gottwald 001; Daniel A. Braun 001 (PLoS Comput. Biol., 2020)

Representing Pareto optima in preordered spaces: from Shannon entropy to injective monotones. - Pedro Hack; Daniel A. Braun 001; Sebastian Gottwald 001 (CoRR, 2021)

Classification of preordered spaces in terms of monotones - Filling in the gaps. - Pedro Hack; Daniel A. Braun 001; Sebastian Gottwald 001 (CoRR, 2022)

On a geometrical notion of dimension for partially ordered sets. - Pedro Hack; Daniel A. Braun 001; Sebastian Gottwald 001 (CoRR, 2022)

Computation as uncertainty reduction: a simplified order-theoretic framework. - Pedro Hack; Daniel A. Braun 001; Sebastian Gottwald 001 (CoRR, 2022)

On the relation of order theory and computation in terms of denumerability. - Pedro Hack; Daniel A. Braun 001; Sebastian Gottwald 001 (CoRR, 2022)

Jarzyski's Equality and Crooks' Fluctuation Theorem for General Markov Chains with Application to Decision-Making Systems. - Pedro Hack; Sebastian Gottwald 001; Daniel A. Braun 001 (Entropy, 2022)

Automatic bat call classification using transformer networks. - Frank Fundel; Daniel A. Braun 001; Sebastian Gottwald 001 (Ecol. Informatics, 2023)

On the Structure of Information. - Sebastian Gottwald 001; Daniel A. Braun 001 (CoRR, 2024)

Countability constraints in order-theoretic approaches to computability. - Pedro Hack; Daniel A. Braun 001; Sebastian Gottwald 001 (Math. Struct. Comput. Sci., 2024)

Bounded Rational Decision Networks With Belief Propagation. - Gerrit Schmid; Sebastian Gottwald 001; Daniel A. Braun 001 (Neural Comput., 2024)