Essays about: "Mobile agents"

Showing result 1 - 5 of 56 essays containing the words Mobile agents.

1. 1. Simulating Mobility of Large Population using Mobile Application Data

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Mattias Rydström; Diana Salim; [2024-01-23]
   Keywords : Human mobility; mobile application data; synthesize activity plans;

   Abstract : Understanding people’s travel patterns and knowing the frequency of their travel activities provide important insights for effective transport management and infrastructure planning. While traditional travel surveys have historically contributed to this valuable information, they come with shortcomings such as being expensive to collect, easily outdated, and having short time coverage. READ MORE

3. 2. The Effect of Mobile Financial Service on Migrant Worker’s Money Transfer Behavior in Bangladesh

   University essay from Göteborgs universitet/Graduate School

   Author : Moshfika Haque; Julius Businge; [2023-06-01]
   Keywords : Money Transfer; MFS; Migrant Workers;

   Abstract : Mobile financial service (MFS) works as a vital money transfer instrument for migrant workers in developing countries like Bangladesh, where the poor migrant workers had no access to financial institutions like banks before 2010. Before introducing MFS, migrant workers used to transfer money through friends/relatives, travel agents, agents/brokers, couriers, postal service etc. READ MORE

4. 3. Deep Reinforcement Learning in Games Based on Extracted Features

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

   Author : Emilia Sjögren; Erika Weidenhaijn; [2023]
   Keywords : ;

   Abstract : FlappyBird is a popular mobile game that captured many people's attention because itwas easy to understand but difficult to perform --- players were often right on the edge ofsucceeding, which led to a strong desire to play again. The purpose of this project is to investigatethe possibility of using a neural network trained with reinforcement learning to play the game usingextracted features rather than raw images. READ MORE

5. 4. Explainable AI for Multi-Agent Control Problem

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

   Author : Hanna Prokopova; [2023]
   Keywords : ;

   Abstract : This report presents research on the application of policy explanation techniques in the context of coordinated reinforcement learning (CRL) for mobile network optimization. The goal was to improve the interpretability and comprehensibility of decision-making processes in multi-agent environments, with a particular focus on the Remote Antenna Tilt (RET) problem. READ MORE

6. 5. Scalable Reinforcement Learning for Formation Control with Collision Avoidance : Localized policy gradient algorithm with continuous state and action space

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

   Author : Andreu Matoses Gimenez; [2023]
   Keywords : Control theory; Multi-agent systems; Distributed systems; Formation control; Collision avoidance; Reinforcement learning; Teoria de control; Sistemes multiagent; Sistemes distribuïts; Control de formació; Prevenció de col·lisions; Reinforcement Learning; Reglerteknik; Multi-agent system; Distribuerade system; formationskontroll; Kollisionsundvikande; Reinforcement learning; Teoría de control; Sistemas multiagente; Sistemas distribuidos; Control de formación; Prevención de colisiones; Reinforcement Learning;

   Abstract : In the last decades, significant theoretical advances have been made on the field of distributed mulit-agent control theory. One of the most common systems that can be modelled as multi-agent systems are the so called formation control problems, in which a network of mobile agents is controlled to move towards a desired final formation. READ MORE