Essays about: "Warehouse network"

Showing result 1 - 5 of 35 essays containing the words Warehouse network.

  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. Designing and evaluating distribution networks for luxury beds : A case study of Hästens Beds’ European distribution from the perspective of cost and delivery service

    University essay from Linköpings universitet/Logistik- och kvalitetsutveckling

    Author : Sebastian Huss; Arvid Normann; [2023]
    Keywords : distribution; distribution network design; transport minimization; network structure; network optimization; decentralization; facility location; center of gravity;

    Abstract : Hästens Beds is a Swedish luxury bed manufacturer, located in Köping, Sweden. They have a strong global presence, with Europe being the most mature and proven market. READ MORE

  4. 3. 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

  5. 4. 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

  6. 5. Multi-Agent Control in Warehousing: A Deep Q-Network Approach

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

    Author : Adam Fischer; Martin Wilén; [2023]
    Keywords : ;

    Abstract : With an increase in consumption, warehouses increase in size and demand for fastdistribution of goods. One solution to this problem is self learning robots that can adapt toany warehouse. READ MORE