Essays about: "Deployment of agents"

Showing result 1 - 5 of 16 essays containing the words Deployment of agents.

  1. 1. Improving Co-existence of URLLC and Distributed AI using RL

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

    Author : Wei Shi; [2023]
    Keywords : 5G; URLLC; RL; HRL; Optimization; 5G; URLLC; RL; HRL; Optimering;

    Abstract : In 5G, Ultra-reliable and low-Latency communications (URLLC) service is envisioned to enable use cases with strict reliability and latency requirements on wireless communication. For the upcoming 6G network, machine learning (ML) also stands an important role that introduces intelligence and further enhances the system performance. READ MORE

  2. 2. Safe Reinforcement Learning for Human-Robot Collaboration : Shielding of a Robotic Local Planner in an Autonomous Warehouse Scenario

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

    Author : Lukas Vordemann; [2022]
    Keywords : Human-Robot Collaboration; Safe Reinforcement Learning; Shielding; Risk Management; Autonomous Warehouse; Människa-Robot Samarbete; Säker Förstärkningsinlärning; Avskärmning; Riskhantering; Autonomt Lager;

    Abstract : Reinforcement Learning (RL) is popular to solve complex tasks in robotics, but using it in scenarios where humans collaborate closely with robots can lead to hazardous situations. In an autonomous warehouse, mobile robotic units share the workspace with human workers which can lead to collisions, because the positions of humans or non-static obstacles are not known by the robot. READ MORE

  3. 3. Adaptive network selection for moving agents using deep reinforcement learning

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

    Author : William Skagerström; [2021]
    Keywords : ;

    Abstract : With the rapid development and deployment of “Internet of Things”-devices comes a new era of benefits to increase the efficiency of our everyday lives. Many of these devices rely on having an established network connection in order to operate at peak performance, but this requirement could be hard to guarantee in the face of less supported infrastructure in certain parts of the world. READ MORE

  4. 4. Observability of Cloud Native Systems: : An industrial case study of system comprehension with Prometheus & knowledge transfer

    University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

    Author : Anton Widerberg; Erik Johansson; [2021]
    Keywords : Kubernetes; Microservice Architecture; System Comprehension; Observability; Knowledge Management; Knowledge Transfer.; Kubernetes; Microservice Arkitektur; Systemförståelse; Observerbarhet; Kunskapshantering; Kunskapsdelnin;

    Abstract : Background:                                                                                                            Acquiring comprehension and observability of software systems is a vital and necessary activity for testing and maintenance; however, these tasks are time-consuming for engineers. Concurrently cloud computing requires microservices to enhance the utilization of cloudnative deployment, which simultaneously introduces a high degree of complexity. READ MORE

  5. 5. Integrating Virtual Operations Support Teams (VOSTs) into domestic crisis and disaster management structures – An exploratory study of challenges and requirements for improvement

    University essay from Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Author : Melina Semke; [2021]
    Keywords : Social media; digital volunteers; trusted agents; certified volunteers; Germany; digitalisation; innovation in crisis and disaster management; Social Sciences;

    Abstract : Social media (SM) use in crisis and disaster management (CDM) is resource-intensive and can overwhelm emergency management authorities (EMAs). Digital voluntarism offers SM capacities for EMAs. A significant approach to reap benefits from digital voluntarism for domestic CDM is introducing Virtual Operations Support Teams (VOSTs). READ MORE