Reinforcement Learning for Improved Utility of Simulation-Based Training.

Bibliographic Details
Main Author: Källström, Johan.
Format: eBook
Language:English
Published: Linköping : Linkopings Universitet, 2023.
Edition:1st ed.
Series:Linköping Studies in Science and Technology. Dissertations Series
Subjects:
Online Access:Click to View
Table of Contents:
  • Intro
  • ABSTRACT
  • POPULÄRVETENSKAPLIG SAMMANFATTNING
  • Acknowledgments
  • Contents
  • List of Figures
  • List of Tables
  • 1 Introduction
  • 2 Background
  • Part I Domain Analysis and Concept Design
  • 3 User Study
  • 4 Learning to Interact and Coordinate
  • 5 Concept Design
  • Part II Utility-Based Reinforcement Learning for Simulation
  • 6 Tunable Dynamics in Agent-Based Simulation
  • 7 Dreaming with Dynamic Utility Functions
  • 8 Conclusion
  • Bibliography.