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Picture
Alper_Demir.jpg picture
Full Name
Demir, Alper
Variants
Demir, Alper
 
Main Affiliation
05.05. Computer Engineering
 
Email
alper.demir@ieu.edu.tr
 
Link to YOK Profile
YÖK Profile
ORCID
0000-0003-2646-4850
Scopus Author ID
57549355800
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Researcher ID
AAL-4037-2021
 
Biography
Alper Demir, lisans, yüksek lisans ve doktora derecelerini, Orta Doğu Teknik Üniversitesi Bilgisayar Mühendisliği bölümünden sırasıyla 2014, 2016 ve 2019 yıllarında almıştır. Lisansüstü çalışmaları sırasında, aynı bölümde Araştırma Görevlisi olarak çalışmış ve çeşitli derslere yardımcı olmuştur. Bu sürede, Pekiştirmeli Öğrenmeye odaklanmış, Tamamıyla ve Kısmi Görülebilir Markov Karar Süreci modellerinde çalışmalar yapmıştır.

Alper Demir, 2020 yılından itibaren İzmir Ekonomi Üniversitesi, Bilgisayar Mühendisliği bölümünün bir üyesi olarak çalışmaktadır. Araştırma alanı, Yapay Zeka, Pekiştirmeli Öğrenme ve Veri Analizini kapsamaktadır.
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Alper Demir has received his B.S., M.S. and Ph.D. degrees from the Department of Computer Engineering at Middle East Technical University, in 2014, 2016 and 2019, respectively. During his graduate years, he have worked as a Teaching Assistant in the same department and studied Reinforcement Learning, and Fully and Partially Observable Markov Decision Processes.

Alper Demir, has been a member of the Department of Computer Engineering in Izmir University of Economy since 2020. His research interests include Artificial Intelligence, Reinforcement Learning and Data Analysis.
Country
Turkey
Status
Current Staff

Publications
  • Articles
  • Others

Author

  • 2 Demir, Alper
  • 1 Cilden, Erkin
  • 1 Polat, Faruk

Subject

  • 2 Partial observability
  • 2 Reinforcement learning
  • 1 Agents
  • 1 Diverse density
  • 1 Framework
  • 1 Intrinsic motivation
  • 1 Landmark based guidance
  • 1 Memory
  • 1 Temporal Abstraction

Date issued

  • 2 2020 - 2025

Type

  • 2 Article

Fulltext

  • 2 With Fulltext


Results 1-2 of 2 (Search time: 0.002 seconds).

Issue DateTitleAuthor(s)
12023Landmark Based Guidance for Reinforcement Learning Agents Under Partial ObservabilityDemir, Alper ; Cilden, Erkin; Polat, Faruk
22023Learning What To Memorize: Using Intrinsic Motivation To Form Useful Memory in Partially Observable Reinforcement LearningDemir, Alper 

 

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