PhD in Dynamic Programming at Carnegie Mellon University

Carnegie Mellon University

United States of America, Pittsburgh

University Rank:#52

Study Dynamic Programming at Carnegie Mellon University, a PhD degree offered at its main campus in Pittsburgh , United States of America. This Full Time program is delivered on campus in English and takes approximately 4 years to complete. Students benefit from a structured learning experience designed to build both theoretical knowledge and practical experience. The next intake is scheduled for August 22, 2027.

About PhD in Dynamic Programming

The objective of this course is to provide an introduction to the theory and applications of dynamic programming (DP). We investigate the theory and methods commonly used in DP. We illustrate their use in solving particular models in various areas, which may include commodity and energy merchant operations, inventory and production management, logistics under uncertainty, real options, and revenue management. We study the concept of recursion, the principle of optimality, basic DP algorithms, their applications to both deterministic and stochastic models in ï¬nite and inï¬nite horizon settings, with most of our attention dedicated to Markov decision processes. This course thus features theory, methods, computation, and applications. It provides foundational material for research in reinforcement learning.

Requirements and Admission Criteria for PhD in Dynamic Programming at Carnegie Mellon University

Entry Requirements

GPA

3.41 Average

3.43 Median

3.03-3.76

Middle 80%

English Requirements

IELTSMin 7.5
TOEFLMin 102

English Program Requirements

Candidates are required to demonstrate a level of competence in English to meet the admissions requirements of the university. You are required to take a TOEFL, IELTS, or Duolingo exam unless:

You attended an undergraduate institution, earning a bachelor’s degree, where the sole language of instruction was English.
You earned a graduate degree where the sole language of instruction was English. (Although not required, we do recommend that you take the English Language Proficiency exam.)

You must request that the official score be sent from the testing agency to our program for us to verify the score entered into the application. Request that the official score be sent to us using the following codes:

TOEFL Program Code: Institutional Code = 2074; Departmental Code = 02
- Pro Tip: The recommended TOEFL score is 25 on each section of the Internet-based test. The minimum TOEFL scores required to apply for admission are: Reading: 20, Listening: 20, Speaking: 20, Writing: 20
IELTS Program Code: Select Carnegie Mellon and the Tepper School of Business
- Pro Tip: The recommended IELTS score is 7 overall and 7 in each band. The minimum IELTS scores required to apply for admission are: Listening: 7, Reading: 7, Writing: 7, Speaking: 7, Overall Band: 7
Duolingo Program Code: Select Carnegie Mellon University – Tepper School of Business
- Pro Tip: The recommended Duolingo English Test (DET) score is 120 overall

Pro Tip: TOEFL and IELTS scores are valid for two years and must be valid at the time you submit your application.

Pro Tip: If you earned a degree from a non-U.S. institution, your academic documents should state that the sole language of instruction for the entire university was English in order to be eligible for a TOEFL/IELTS/Duolingo waiver. If your academic documents don’t include this, you should upload an official letter from the University Registrar indicating English as the mode of instruction for the entirety of the degree.

Tuition and Fee Information for PhD in Dynamic Programming at Carnegie Mellon University

Application Fee 75

PhD in Dynamic Programming at Carnegie Mellon University

Carnegie Mellon University

United States of America, Pittsburgh