Copied Simulation-based Algorithms for Markov Decision Processes
Simulation-based Algorithms for Markov Decision Processes
Often, real-world problems modeled by Markov decision processes (MDPs) are difficult to solve in practise because of the curse of dimensionality. In others, explicit specification of the MDP model parameters is not feasible, but simulation samples are available. For these settings, various sampling and population-based numerical algorithms for computing an optimal solution in terms of a policy and/or value function have been developed recently. Here, this state-of-the-art research is brought together in a way that makes it accessible to researchers of varying interests and backgrounds. Many specific algorithms, illustrative numerical examples and rigorous theoretical convergence results are provided. The algorithms differ from the successful computational methods for solving MDPs based on neuro-dynamic programming or reinforcement learning. The algorithms can be combined with approximate dynamic programming methods that reduce the size of the state space and ameliorate the effects of dimensionality.
Price Comparison
| Seller | Contact Seller | List Price | On Sale | Shipping | Best Promo | Final Price | Volume Discount | Financing | Availability | Seller's Page |
|---|---|---|---|---|---|---|---|---|---|---|
|
BEST PRICE 1 Product Purchase
|
|
$109.00 | $109.00 |
|
$109.00 | See Site | In stock | Visit Store |
Reviews
Questions & Answers
SIGIR 94
$109.99
Changes in the Field of Transport Studies
$39.99
The Philosophy of Information Quality
$109.99
Normativity in Perception
$79.99
Plant Tropisms
$219.99
100 Minuten fr Anforderungsmanagement
$37.99
MRI of Rheumatic Spine
$109.00
Social Robotics
$39.99
Facility Location Under Uncertainty
$129.99
Buddhist Foundations of Mindfulness
$109.99
Der Graf der Graphen
$29.99
Floods and Flood Management
$259.00
Technical and Economic Valuation of Healthcare Building Upgrade
$159.99
Plant and Human Health, Volume 3
$169.99
Ocean Wave Energy Systems
$169.99
Rentier Capitalism and Its Discontents
$129.99
Phase I Oncology Drug Development
$169.99
Aufgabensammlung Technische Mechanik
$19.99
Graham Greene: Political Writer
$54.99
Between Philosophy and Cultural Psychology
$54.99
Kidney and Urinary Tract Diseases in the Newborn
$159.99
Industry, Unions and Government
$109.99
Global Security Beyond the Millennium
$109.99
Mycorrhiza - Function, Diversity, State of the Art
$249.99
Advances in Smart Technologies Applications and Case Studies
$259.00
Wearable and Autonomous Biomedical Devices and Systems for Smart Environment
$129.00
Pattern Classifiers and Trainable Machines
$39.99
Transactions on Computational Systems Biology III
$54.99
Das linguistische Universalienproblem in neuer Sicht
$59.99
Towards Useful Services for Elderly and People with Disabilities
$54.99
Theory and Practice of CO2 Utilization in Steelmaking
$129.00
Managing Security Threats along the EUs Eastern Flanks
$109.00
Management von Desinvestitionen
$59.99
Statutory Regulation and Employment Relations
$84.99
Oral Cytology
$169.99
Guanxi in the Western Context
$54.99
Women's Life Writing, 1700-1850
$119.99
High-Resolution Spectroscopy of Transient Molecules
$99.00
Morphology, Neurogeometry, Semiotics
$199.99
One-to-One- Marketing im Internet
$59.99
