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Autonomous Resource Management in Construction Companies Using Deep Reinforcement Learning Based on IoT. (arXiv:2208.08087v1 [cs.LG])
cs.CV updates on arXiv.org arxiv.org
Resource allocation is one of the most critical issues in planning
construction projects, due to its direct impact on cost, time, and quality.
There are usually specific allocation methods for autonomous resource
management according to the projects objectives. However, integrated planning
and optimization of utilizing resources in an entire construction organization
are scarce. The purpose of this study is to present an automatic resource
allocation structure for construction companies based on Deep Reinforcement
Learning (DRL), which can be used in …
arxiv autonomous companies construction construction companies iot learning lg management reinforcement reinforcement learning