5 citations · 5 across the 8 of their papers we have counts for
3 papers · 1 filter
Agentic Information Theory: Ergodicity and Intrinsic Semantics of Information Processes
James P. Crutchfield, Alexandra Jurgens
We develop information theory for the temporal behavior of memoryful agents moving through complex -- structured, stochastic -- environments. We introduce and explore information p…
Taxonomy of Prediction
Alexandra Jurgens, James P. Crutchfield
A prediction makes a claim about a system's future given knowledge of its past. A retrodiction makes a claim about its past given knowledge of its future. The bidirectional machine…
Learning Orthogonal Random Unitary Channels with Contracted Quantum Approaches and Simplex Optimization
Scott E. Smart, Alexander Jürgens, Joseph Peetz +1
Random (mixed) unitary channels describe an important subset of quantum channels, which are commonly used in quantum information, noise modeling, and quantum error mitigation. Desp…