Essays about: "multi-agent systems"

Showing result 1 - 5 of 79 essays containing the words multi-agent systems.

  1. 1. Consensus Algorithm with Input Constraints and Collision Avoidance for Swarming Sunshade Satellites near the L1 point

    University essay from KTH/Lättkonstruktioner, marina system, flyg- och rymdteknik, rörelsemekanik

    Author : Felicia Törning; [2022]
    Keywords : Consensus algorithm; Formation control; Multi agent system; Solar sailing; Space based geoengineering; Konsensusalgoritm; Formationskontroll; multiagent system; solsegel;

    Abstract : Swarm Control Theory studies how multi-agent systems interact to solve tasks cooperatively. In this thesis it was studied how graph theory and the Dynamic Average Consensus Algorithm can be used to control swarming sunshade satellites near L1 for global temperature control, and if it would be suitable for the purpose. READ MORE

  2. 2. A Multi-Agent Pickup and Delivery System for Automated Stores with Batched Tasks

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Evelina Holmgren; Simon Wijk Stranius; [2022]
    Keywords : MAPD; MAPF; multi-agent systems; multi-agent pickup and delivery; autonomous stores;

    Abstract : Throughout today’s society, increasingly more areas are being automated. Grocery stores however have been the same for years. Only recently, self-checkout counters and online shopping have been utilised in this business area. This thesis aims to take it to the next step by introducing automated grocery stores using a multi-agent system. READ MORE

  3. 3. Embracing AWKWARD! A Hybrid Architecture for Adjustable Socially-Aware Agents

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Leila Methnani; [2022]
    Keywords : ;

    Abstract : This dissertation presents AWKWARD: a hybrid architecture for the development of socially aware agents in Multi-Agent Systems (MAS). AWKWARD bridges Artificial Intelligence (AI) methods for their individual and combined strengths; Behaviour Oriented Design (BOD) is used to develop reactive planning agents, the OperA framework is used to modeland validate agent behaviour as per social norms, and Reinforcement Learning (RL) is used to optimise plan structures that induce desirable social outcomes. READ MORE

  4. 4. Optimal Path Planning for Aerial Swarm in Area Exploration

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

    Author : Johanna Norén; [2022]
    Keywords : Optimization; Path planning; Dynamic programming; Area exploration; Aerial swarm; Multi-agent system; Optimering; Ruttplanering; Dynamisk programmering; Områdesutforskning; Drönarsvärm; Fler-agentsfall;

    Abstract : This thesis presents an approach to solve an optimal path planning problem for a swarm of drones. We optimize and improve information retrieval in area exploration within applications such a ‘Search and Rescue’-missions or reconnaissance missions. For this, dynamic programming has been used as a solving approach for a optimization problem. READ MORE

  5. 5. Dynamic connection handling for scalable robotic systems using ROS2

    University essay from Mälardalens universitet/Inbyggda system; Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Lukas Johannes Dust; Emil Persson; [2022]
    Keywords : Multi-agent robot system; ROS2; GPSS system; dynamic connection handling; multi-to-one communication; one-to-one communication; scalability;

    Abstract : Multi-agent robot systems, especially for mobile robots in dynamic environments interacting with humans, have seen an increased interest over the past years. Many vehicle manufactures (e.g. READ MORE