Influence Diagrams With Memory States: Representation and Algorithms

Influence diagrams (IDs) offer a powerful framework for decision making under uncertainty, but their applicability has been hindered by the exponential growth of runtime and memory usage--largely due to the no-forgetting assumption. We present a novel way to maintain a limited amount of memory to in...

Full description

Saved in:
Bibliographic Details
Main Authors: WU, Xiaojian, KUMAR, Akshat, ZILBERSTEIN, Shlomo
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2011
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/2206
https://ink.library.smu.edu.sg/context/sis_research/article/3206/viewcontent/Influence_Diagrams_With_Memory_States__Representation_and_Algorithms.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English
Be the first to leave a comment!
You must be logged in first