1 code implementation • 14 Jun 2023 • Shunyu Liu, Yunpeng Qing, Shuqi Xu, Hongyan Wu, Jiangtao Zhang, Jingyuan Cong, Tianhao Chen, YunFu Liu, Mingli Song
Inverse Reinforcement Learning (IRL) aims to reconstruct the reward function from expert demonstrations to facilitate policy learning, and has demonstrated its remarkable success in imitation learning.
no code implementations • 15 Jan 2020 • Shuqi Xu, Manuel Sebastian Mariani, Linyuan Lü, Matúš Medo
Despite the increasing use of citation-based metrics for research evaluation purposes, we do not know yet which metrics best deliver on their promise to gauge the significance of a scientific paper or a patent.
no code implementations • 6 Dec 2019 • Shuqi Xu, Qianming Zhang, Linyuan Lv, Manuel Sebastian Mariani
Over the past decade, many startups have sprung up, which create a huge demand for financial support from venture investors.
no code implementations • 16 Nov 2018 • Qian Xu, Shuqi Xu
An efficient state estimation model, neural network estimation (NNE), empowered by machine learning techniques, is presented for full quantum state tomography (FQST).