Search Results for author: Siqian Shen

Found 3 papers, 0 papers with code

Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures

no code implementations14 Jan 2023 Xian Yu, Siqian Shen

We adapt the Expected Conditional Risk Measures (ECRMs) to the infinite-horizon risk-averse MDP and prove its time consistency.

Q-Learning reinforcement-learning +1

Frequency-Secured Unit Commitment: Tight Approximation using Bernstein Polynomials

no code implementations23 Dec 2022 Bo Zhou, Ruiwei Jiang, Siqian Shen

As we replace conventional synchronous generators with renewable energy, the frequency security of power systems is at higher risk.

An Optimization-and-Simulation Framework for Redesigning University Campus Bus System with Social Distancing

no code implementations20 Oct 2020 Gongyu Chen, Xinyu Fei, Huiwen Jia, Xian Yu, Siqian Shen

The outbreak of coronavirus disease 2019 (COVID-19) has led to significant challenges for schools, workplaces and communities to return to operations during the pandemic, requiring policymakers to balance individuals' safety and operational efficiency.

Cannot find the paper you are looking for? You can Submit a new open access paper.