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Operations research / Functions and mappings / Dynamic programming / Markov decision process / Reinforcement learning / Dantzig–Wolfe decomposition / Automated planning and scheduling / Functional decomposition / Linear programming / Mathematics / Applied mathematics / Mathematical optimization


Distributed Planning in Hierarchical Factored MDPs Carlos Guestrin Computer Science Dept Stanford University [removed]
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Document Date: 2003-06-04 17:02:40

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File Size: 457,88 KB

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City

Cambridge / Wiley / /

Company

MIT Press / Bellman LP / Princeton University Press / Siebel / Intel / /

Currency

PEN / USD / /

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Facility

Hierarchical Factored MDPs Carlos Guestrin Computer Science Dept Stanford University / /

IndustryTerm

action selection algorithm / cross product / principled and practical planning algorithm / et al. algorithm / heterogeneous systems / hierarchical planning algorithms / message-passing algorithm / message passing algorithm / feasible solution / collaborative multiagent dynamical systems / approximate solution / particular centralized planning algorithm / distributed planning algorithm / computing / subproblem solutions / large stochastic dynamical systems / factorized planning algorithm / feasible solutions / decomposition algorithm / car engine / principled and efficient planning algorithm / /

Organization

office of Naval Research / MIT / Princeton University / U.S. Securities and Exchange Commission / United Nations / Stanford University / Stanford Univ. / Carnegie Mellon University / Air Force / Department of Defense / /

Person

Lin / Van Roy / Dean / Stanford Univ / Herbert Simon / B. Van Roy / Herbert A. Simon / George B. Dantzig / Geoffrey Gordon / /

Position

Dean / and C. Boutilier / section manager / centralized planner / central planner / Dean / C. Boutilier / model for reasoning about persistence and causation / planner / Dean / and S. Hanks / local planner / /

Product

C-0219 / /

ProgrammingLanguage

R / /

ProvinceOrState

New York / Massachusetts / /

PublishedMedium

Journal of Artificial Intelligence Research / /

SportsLeague

Stanford University / /

Technology

The Benders algorithm / message-passing algorithm / factorized planning algorithm / 7 Algorithm / message passing algorithm / 5.4 Algorithm / hierarchical planning algorithms / Guestrin et al. algorithm / previous algorithm / distributed algorithm / completely distributed planning algorithm / planning algorithm / action selection algorithm / decomposition algorithm / /

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