Search Results for author: Shuqi Xu

Found 4 papers, 1 papers with code

Curricular Subgoals for Inverse Reinforcement Learning

1 code implementation14 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.

Autonomous Driving D4RL +2

Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data

no code implementations15 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.

Information Retrieval Retrieval

Recommending investors for new startups by integrating network diffusion and investors' domain preference

no code implementations6 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.

valid

Neural network state estimation for full quantum state tomography

no code implementations16 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).

BIG-bench Machine Learning Quantum State Tomography

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