Quantum-enhanced generalisation advantage for recurrent learners with minimal states

• Main Author: Prahara, Aurelio Jethro
• Other Authors: Gu Mile
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Theory of computation::Analysis of algorithms and problem complexity; Engineering::Computer science and engineering::Theory of computation::Computation by abstract devices; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/166740
• Institution: Nanyang Technological University

Quantum Computers have demonstrated several speedups with Shor’s Algorithm and Grover’s Algorithm. However, there is still a lot of possible advantages that have not been explored. One of these avenues is in the realm of intelligent agents. The objective of this project is to explore the discretizat...