fast-weight-programmer

Titans-QFWP is a hybrid reinforcement learning architecture integrating a Quantum Fast Weight Programmer with Titans-style memory for adaptive portfolio optimization, achieving strong performance on S&P 500 stocks.

This paper introduces Gated QKAN-FWP, a scalable quantum-inspired sequence learning framework that combines Fast Weight Programmers with Kolmogorov-Arnold Networks using single-qubit data re-uploading circuits.