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Decentralized optimization algorithms save remarkable communication overheads in distributed deep learning since each node averages locally with neighbors. The network topology connecting all nodes de...
We study a simple model of a decentralized market game in which Orms make directed ers to workers. We focus on markets in which agents have aligned preferences. When agents have complete information...
This study investigates the feasibility of deploying wireless communication and embedded computing for structural control applications. A feedback structural control system involves a network of senso...
Engineering structures such as wind turbines require continuous monitoring to ensure structural safety, to reduce the overall maintenance and repair costs and, ultimately, to achieve extended lifetime...
Traditional structural control systems usually employ a centralized controller that requires measurement data from all sensors in the entire structure, and makes control decisions for all control devi...
This study explores decentralized structural control using wireless sensors and controllers.In a decentralized control scheme, control decisions are based upon data acquired from sensors located in th...
As control devices are becoming smaller, more cost effective, and more reliable, opportunities are now available to instrument a structure with large number of control devices. With densely installed ...
Complexities inherent to large-scale modern civil structures pose many challenges in the design of feedback structural control systems for dynamic response mitigation. With the emergence of low-cost s...
Traditional structural feedback control systems are centralized systems. The applications of these systems to large scale structures usually encounter a number of difficulties regarding system reliabi...
Advances in wireless communication and embedded computing technologies can have significant impacts in structural sensing, monitoring and control. Prior research efforts have demonstrated the benefits...
We use loan-level data to study how the organizational structure of banks impacts small business lending. We find that decentralized banks-where branch managers have greater autonomy over lending deci...
We use loan-level data to study how the organizational structure of banks impacts small business lending. We find that decentralized banks—where branch managers have greater autonomy over lending deci...
Many employees note that, in decentralized organizations, it is harder to work with other divisions or departments of their own organization than it is to work with outside suppliers or customers. In ...
As agents are built for ever more complex environments, methods that consider the uncertainty in the system have strong advantages. This uncertainty is common in domains such as robot navigation, medi...
This thesis examines decentralized meta-reasoning. For a single agent or multiple agents, it may not be enough for agents to compute correct decisions if they do not do so in a timely or resource effi...

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