3 papers
cs.LG2026
Disentanglement by means of action-induced representations
Gorka Muñoz-Gil, Hendrik Poulsen Nautrup, Arunava Majumder +4
Learning interpretable representations with variational autoencoders (VAEs) is a major goal of representation learning. The main challenge lies in obtaining disentangled representa…
cs.AI2024
Free Energy Projective Simulation (FEPS): Active inference with interpretability
Joséphine Pazem, Marius Krumm, Alexander Q. Vining +2
In the last decade, the free energy principle (FEP) and active inference (AIF) have achieved many successes connecting conceptual models of learning and cognition to mathematical m…
quant-ph2024
A Universal Quantum Computer From Relativistic Motion
Philip A. LeMaitre, T. Rick Perche, Marius Krumm +1
We present an explicit construction of a relativistic quantum computing architecture using a variational quantum circuit approach that is shown to allow for universal quantum compu…