2 papers
quant-ph2026
Dimension Reduction for Quantum Adaptive Agents
Rishi Sundar, Thomas J. Elliott
Adaptive agents realise complex reactive behaviours by using a memory of past input stimuli and output actions to guide structured future responses. Quantum adaptive agents can ope…
quant-ph2026
Quantum Dimension Reduction of Hidden Markov Models
Rishi Sundar, Thomas J. Elliott
Hidden Markov models (HMMs) are ubiquitous in time-series modelling, with applications ranging from chemical reaction modelling to speech recognition. These HMMs are often large, w…