Abstract: Deep deterministic policy gradient (DDPG) is a powerful reinforcement learning algorithm for large-scale continuous controls. DDPG runs the back-propagation from the state-action value ...

HEA Algorithm Analysis The HEA algorithm is implemented as a standalone class that provides a hardware-efficient ansatz for molecular energy calculations. It uses alternating layers of single-qubit ...

Derrick Wing Kwan Ng (Fellow, IEEE) received the bachelor’s (Hons.) and Master of Philosophy degrees in electronic engineering from The Hong Kong University of Science and Technology (HKUST), Hong ...