'Optimal values' diaporamas de présentation

Mini-course on algorithmic aspects of stochastic games and related models

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CS 5368: Artificial Intelligence Fall 2010

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Lirong Xia

Markov Decision Processes. Lirong Xia. Tue, March 4, 2014. Reminder. Midterm Mar 7 in-class open book and lecture notes simple calculators are allowed cannot use smartphone/laptops/ wifi practice exams and solutions (check piazza) OH tomorrow (Lirong); Thursday ( Hongzhao ).

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CSE 473: Artificial Intelligence

CSE 473: Artificial Intelligence. Markov Decision Processes (MDPs) Luke Zettlemoyer. Many slides over the course adapted from Dan Klein, Stuart Russell or Andrew Moore. 1. Announcements. PS2 online now Due on Wed. Autograder runs tonight and tomorrow. Lydia / Luke office hour:

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Samuel Labi and Fred Moavenzadeh Massachusetts Institute of Technology

Lecture 12 Resource Allocation Part II (involving Continuous Variable (Linear Programming, continued). 1.040/1.401/ESD.018 Project Management. Project Mgmt Project Mgmt Project Mgmt Project Mgmt Project Mgmt Project Mgmt Project Mgmt Project Mgmt Project Mgmt. Samuel Labi and Fred Moavenzadeh

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Reinforcement Learning

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Utility Maximization

Utility Maximization. Continued July 5, 2005. Graphical Understanding. Normal Indifference Curves. Downward Slope with bend toward origin. Graphical. Non-normal Indifference Curves. Y & X Perfect Substitutes. Graphical. Non-normal. Only X Yields Utility. X & & are perfect

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The Quality Improvement Model

The Quality Improvement Model. Define Process. Select Measures. Collect & Interpret Data. Is Process Capable?. Is Process Stable ?. Investigate & Fix Special Causes. No. Purpose: Determine the adequacy of the process with respect to customer /management needs. Yes. Is Process Capable ?.

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Completion Time Scheduling

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Maximization without Calculus

Maximization without Calculus. Not all economic maximization problems can be solved using calculus If a manager does not know the profit function, but can approximate parts of it by straight lines. ?. d ? /d q does not exist at q *. ?*. ? = f ( q ). Quantity. q*.

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IV.4 Signal-to-Noise Ratios

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Destriping VIIRS visible bands (preliminary results)

Destriping VIIRS visible bands (preliminary results). Karlis Mikelsons Ocean Color Group Meeting May 30, 2014. Different kinds of striping. Minor d ifferences in detector calibration and sensitivity Small amplitude No direct relation with detector number Affects all bands

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Support Vector Regression

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Using Excel Solver for Linear Optimization Problems

Using Excel Solver for Linear Optimization Problems. Wendy Pitchko Irene Meglis Shawn Lemko. What is Solver?. Solver is an Add-In for Microsoft Excel which can solve optimization problems, including multiple constraint problems. You can maximize, minimize, or set a target value to achieve.

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DUALITY

DUALITY. Duality. Duality is the relationship between the primal and its dual, both on a mathematical and economic level, that is truly the essence of duality theory.

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Analysis and Selection of Myriad Estimate Tuning Parameter For S ? S Distributions

Analysis and Selection of Myriad Estimate Tuning Parameter For S ? S Distributions. Roenko A.A., Lukin V.V., Djurovi ? I. 1. Symmetric ? - stable distributions and their properties. Characteristic function of random variable ? with S ? S distribution :. (1).

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Adaptive Playout Algorithm For VoIP

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NLP Sensitivity Analysis

NLP Sensitivity Analysis. Sensitivity Analysis. LP Term NLP Term Meaning Shadow Price Lagrange Multiplier Marginal value of resources. Reduced Cost Reduced Gradient Impact on objective of small changes in optimal values of decision variables.

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Weighted log-partition function

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