Essays about: "warehouse performance"

Showing result 1 - 5 of 89 essays containing the words warehouse performance.

  1. 1. Multi-Agent Deep Reinforcement Learning in Warehouse Environments

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : John Cao; Mikael Hammarling; [2023]
    Keywords : ;

    Abstract : This report presents a deep reinforcement algorithm for multi-agent systems based on the classicalDeep Q-Learning algorithm. The method considers a decentralized approach to controlling theagents, by equipping each agent with its own neural network and replay memory. READ MORE

  3. 2. Complex KPIs versus the usual benchmarks : a case study on Svensk Dos order picking department

    University essay from SLU/Dept. of Economics

    Author : Shahin Armaki; Kawa Ahmad Mohammed; [2023]
    Keywords : Warehousing; Regression; Analysis; Sweden; Pharmaceutical Industry;

    Abstract : This thesis addresses the research gap of a limited discussion on how to establish targets and expectations for Key Performance Indicators (KPIs) related to order processing in warehouse settings. It emphasizes the scarcity of studies addressing this problem and the challenges faced by larger companies in monitoring their order processing performance without clear benchmarks. READ MORE

  4. 3. Lakehouse architecture forsimplifying data sciencepipelines

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Nicolas Martin; [2023]
    Keywords : ;

    Abstract : Data management and pre-processing often consume the majority of time spent by datascientists. The data architecture and the configuration of data pipelines significantly influencethe efficiency of this work. READ MORE

  5. 4. Impacts of IoT on Supply chain management : Case of E-commerce Firms

    University essay from Uppsala universitet/Institutionen för samhällsbyggnad och industriell teknik

    Author : Sajjad ZandiZand; [2023]
    Keywords : Internet of things; Supply chain management; SCM capabilities; SCM challenges; Resource-based view theory; Competitive advantage;

    Abstract : In a complex and challenging global economy for supply chains to improve their performance, different types of technologies are deployed. The Internet of things (IoT) as one of these technologies enables devices to be connected via a network, i.e. internet. READ MORE

  6. 5. Reinforcement Learning for Pickup and Delivery Systems

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Erika Sandhagen; Sarah Magnusson; [2023]
    Keywords : ;

    Abstract : In this project multi-agent reinforcement learning (RL) for a warehouse environmentwith robots delivering packages has been studied. This was done by first implementing the RLalgorithm Q-learning and investigating how the parameters of Q-learning affect the performanceof the algorithm. READ MORE