Quantum Techniques in Machine Learning

Details for Josep Lumbreras

Title: Dr

Affiliation: Nanyang Quantum Hub, School of Physical and Mathematical Sciences, Nanyang Technological University and Centre for Quantum Technologies, Singapore

Author in the following contributions

• An unbounded quantum memory advantage for reinforcement learning world models
• Reinforcement learning for quantum environments with memory
• Learning pure quantum states in any dimension (almost) without regret