The role of individual and collective human action is increasingly recognized as a prominent
and arguably paramount determinant in shaping the behavior, trajectory, and vulnerability of …

Decision-making in construction planning and scheduling is complex because of budget
and resource constraints, uncertainty, and the dynamic nature of construction environments …

One major challenge in water resource management is to balance the uncertain and
nonstationary water demands and supplies caused by the changing anthropogenic and …

The value of streamflow forecasts to inform water infrastructure operations has been
extensively studied. Yet, their value in informing infrastructure design is still unexplored. In …

梯级水库调度相较于单库调度状态空间呈指数级增大, 为解决基于表格的强化学习方法在解决
梯级水库长期随机优化调度问题时面临的维数灾问题, 提出采用深度强化学习中的深度Q …

Reservoir control policies provide a flexible option to adapt to the uncertain hydrologic
impacts of climate change. This challenge requires robust policies capable of navigating …

Uncertainty arising from climate change poses a central challenge to the long‐term
performance of many engineered water systems. Water supply infrastructure projects can …

Stochastic dynamic programming (SDP) is a widely-used method for reservoir operations
optimization under uncertainty but suffers from the dual curses of dimensionality and …

Abstract Changes in demand, various hydrological inputs, and environmental stressors are
among the issues that reservoir managers and policymakers face on a regular basis. These …

Construction labour productivity (CLP) is a key performance indicator for determining the
success of construction undertakings, and notably affects the profitability of construction …