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» Building a Stochastic Dynamic Model of Application Use
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AIPS
2010
13 years 11 months ago
When Policies Can Be Trusted: Analyzing a Criteria to Identify Optimal Policies in MDPs with Unknown Model Parameters
Computing a good policy in stochastic uncertain environments with unknown dynamics and reward model parameters is a challenging task. In a number of domains, ranging from space ro...
Emma Brunskill
SODA
2004
ACM
82views Algorithms» more  SODA 2004»
13 years 10 months ago
Dynamizing static algorithms, with applications to dynamic trees and history independence
We describe a machine model for automatically dynamizing static algorithms and apply it to historyindependent data structures. Static programs expressed in this model are dynamize...
Umut A. Acar, Guy E. Blelloch, Robert Harper, Jorg...
EPIA
1995
Springer
14 years 18 days ago
Using Stochastic Grammars to Learn Robotic Tasks
Abstract. The paper introduces a reinforcement learning-based methodology for performance improvement of Intelligent Controllers. The translation interfaces of a 3-level Hierarchic...
Pedro U. Lima, George N. Saridis
IADIS
2004
13 years 10 months ago
Using Ontologies to Build Virtual Worlds for the Web
Today, the development of a VR application is still a long and difficult task. You need to be skilled in Virtual Reality (VR) technology to be able to develop a Virtual World. The...
Wesley Bille, Olga De Troyer, Frederic Kleinermann...
ISCI
2000
98views more  ISCI 2000»
13 years 8 months ago
Quantum decision-maker
A quantum device simulating human decision making process is introduced. It consists of quantum recurrent nets generating stochastic processes which represent the motor dynamics, ...
Michail Zak