3 papers
Information maximization for a broad variety of multi-armed bandit games
Alex Barbier-Chebbah, Christian L. Vestergaard, Jean-Baptiste Masson
Information and free-energy maximization are physics principles that provide general rules for an agent to optimize actions in line with specific goals and policies. These principl…
Approximate information maximization for bandit games
Alex Barbier-Chebbah, Christian L. Vestergaard, Jean-Baptiste Masson +1
Entropy maximization and free energy minimization are general physical principles for modeling the dynamics of various physical systems. Notable examples include modeling decision-…
Compression-based inference of network motif sets
Alexis Bénichou, Jean-Baptiste Masson, Christian L. Vestergaard
Physical and functional constraints on biological networks lead to complex topological patterns across multiple scales in their organization. A particular type of higher-order netw…