Prof.Dr. FARUK POLAT
FACULTY OF ENGINEERING
PublicationsResearchMembership & Awards
E-mail :  
Url :  https://www.ceng.metu.edu.tr/~polat
Phone :  +90312210 2080
Fax :  
Address :
 

Education

  Bachelor's, Middle East Technical University, Computer Eng.
  Master's, Bilkent University, Computer Eng.
  Doctorate, Bilkent University, Computer Eng.

Research

Thesis Supervised

  A.1 Alternative Plan Generation for Multiple Query Optimization. Msc Thesis. Gunay Menekse. (1998)
  A.2 Solving Graph Partitioning Problem Using Evolutionary Heuristic. Msc Thesis. Murat Kardaslar. (1998)
  A.3 A Distributed Shared Memory Linda System. Msc Thesis. Saim Oflaz. (1998)
  A.4 Implementation of an Object Algebra Enforcing Closure and Reusability. Msc Thesis. Cem Yilmaz. (1998)
  A.5 Forming Coalitions Through Negotiation in Multi-Agent Environments. Msc Thesis. Hasan Ulusoy. (1999)
  A.6 Multi-Agent Reinforcement Learning Using Function Approximation. Msc Thesis. Osman Abul. (1999)
  A.7 Multi-Agent Reinforcement Learning. Msc Thesis. Selcuk Senkul. (1999)
  A.8 S-Learning: A Multi-Agent Reinforcement Learning. Msc Thesis. Uğur Kuter. (2000)
  A.9 Coordination of Agents in Multi-Agent Search. Msc Thesis. Armağan Çakır. (2000)
  A.10 Multi-Level Graph Partitioning: an Evolutionary Approach. Msc Thesis. Süheyda Küçükpetek. (2000)
  A.11 Path-Connecting Multi-Agent Real-Time A-Star Search. Msc Thesis. M.Kemal Kaplan. (2001)
  A.12 Multi-Agent Reinforcement Learning Using Roles. Msc Thesis. Erkin Çilden. (2001)
  A.13 Real-Time Mission Planning For Virtual Human Agents. Msc Thesis. Çağatay Ündeğer. (2001)
  A.14 2LRL: A Two Level Multiagent Reinforcement Learning Algorithm with Communication. Msc Thesis. Güray Erus. (2002)
  A.15 Learning to Coordinate for Target Selection. Msc Thesis. Mehmet Tan. (2002)
  A.16 Coopretrieval: A Cooperation Framework for Role-Based Case-Based Reasoning Agents. Msc Thesis. Mehmet Özger Baykal. (2002)
  A.17 Resource Based Plan Revision in Dynamic Multiagent Environments. Msc Thesis. Utku Erdogdu. (2003)
  A.18 Implementing KQML Agent Communication Language for Multiagent Simulation Architectures on HLA. Msc Thesis. Erek Gokturk. (2003)
  A.19 Automated Sead Planning for a Feasible Air Tasking Order. Msc Thesis. F.Serkan Bardak. (2004)
  A.20 Air Refueling Resource Allocation in Wartime. Msc Thesis. Ali Kocagoncu. (2004)
  A.21 Autonomous Weapon Platforms Simulation. Msc Thesis. Oguzhan Zafer. (2004)
  A.22 Controlling Discrete Genetic Regulatory Networks. Phd Thesis. Osman Abul. (2005)
  A.23 Multiagent Moving Target Search in Fully Visible Grid Environments with no Speed Difference. Msc Thesis. Can Erogul. (2006)
  A.24 Single and Multiagent Real-Time Path Search in Dynamic and Partially Observable Environments. Phd Thesis. Cagatay Undeger. (2007)
  A.25 Abstraction in Reinforcement Learning. Phd Thesis. Sertan Girgin. (2007)
  A.26 A NEW OFFLINE PATH SEARCH ALGORITHM FOR COMPUTER GAMES THAT CONSIDERS DAMAGE AS A FEASIBILITY CRITERION. Msc Thesis. SERHAT BAYILI. (2008)
  A.27 A BDI-Based Multiagent Simulation Framework. Msc Thesis. Murat Yukselen. (2008)
  A.28 FORMATION PRESERVING NAVIGATION OF AGENT TEAMS IN 3-D TERRAINS. Msc Thesis. ALİ GALİP BAYRAK. (2008)
  A.29 INDUCTION AND CONTROL OF LARGE-SCALE GENE REGULATORY NETWORKS. Phd Thesis. MEHMET TAN. (2009)
  A.30 LEARNING COOPERATION IN HUNTER-PREY PROBLEM VIA STATE ABSTRACTION. Msc Thesis. ATIL İŞÇEN. (2009)
  A.31 P2P AUTOMATED AGENT SYNTHESIS. Msc Thesis. REMZİ ÇELEBİ. (2009)
  A.32 AN AUTOMATED CONVERSION OF TEMPORAL DATABASES INTO XML WITH FUZZINESS OPTION. Msc Thesis. ÖMER ÖZGÜN IŞIKMAN. (2010)
  A.33 OPTIMIZATION ALGORITHMS FOR RESOURCE ALLOCATION PROBLEM OF AIR TASKING ORDER PREPARATION. Msc Thesis. AHMET ENGİN BAYRAK. (2010)
  A.34 ABSTRACTION IN REINFORCEMENT LEARNING. Msc Thesis. CAN HOŞGÖR. (2011)
  A.35 EFFICIENT PARTIALLY OBSERVABLE MARKOV DECISION PROCESS BASED FORMULATION OF GENE REGULATORY NETWORK CONTROL PROBLEM. Phd Thesis. UTKU ERDOĞDU. (2012)
  A.36 MULTI-OBJECTIVE PATH PLANNING FOR VIRTUAL ENVIRONMENTS. Msc Thesis. TUĞCEM ORAL. (2012)
  A.37 REINFORCEMENT LEARNING SOLUTIONS FOR EXTERNAL CONTROL OF GENETIC REGULATORY NETWORKS. Msc Thesis. UTKU ŞİRİN. (2013)
  A.38 ABSTRACTION IN REINFORCEMENT LEARNING IN PARTIALLY OBSERVABLE ENVIRONMENTS. Phd Thesis. ERKİN ÇİLDEN. (2014)
  A.39 MISSION PLANNING IN UAV(UNMANNED AERIAL VEHICLE) TEAMS. Msc Thesis. SERDAR YILGIN. (2014)
  A.40 Community Detection in Social Networks. Msc Thesis. Koray Ozturk. (2014)
  A.41 REINFORCEMENT LEARNING: STATE DECOMPOSITION OF PARTIALLY OBSERVABLE MARKOV DECISION PROCESSES. Msc Thesis. ÖMER EKMEKCİ. (2014)
  A.42 FACTORED REINFORCEMENT LEARNING USING EXTENDED SEQUENCE TREES. Msc Thesis. COŞKUN ŞAHİN. (2015)
  A.43 TASK ASSIGNMENT AND SCHEDULING IN UAV MISSION PLANNING WITH MULTIPLE CONSTRAINTS. Msc Thesis. FATİH SEMİZ. (2015)
  A.44 EFFECTIVE SUB-GOAL DISCOVERY AND OPTION GENERATION IN REINFORCEMENT LEARNING. Msc Thesis. ALPER DEMİR. (2016)
  A.45 ABSTRACTION IN REINFORCEMENT LEARNING. Msc Thesis. OZAN BORA FİKİR. (2016)
  A.46 A MULTI-OBJECTIVE RECOMMENDATION SYSTEM. Phd Thesis. MAKBULE GÜLÇİN ÖZSOY. (2016)
  A.47 SUBGOAL IDENTIFICATION IN REINFORCEMENT LEARNING UNDER PARTIAL OBSERVABILITY. Msc Thesis. HÜSEYİN AYDIN. (2017)

Project Work

  A.1 SENSIM SeNsor SiMulation Project (MODSIMLAB). Turkish Armed Forces, 1 APRIL 2000 - 1 JUNE 2000. Researcher .
  A.2 SENSIM SeNsor SiMulation Project (Modsimlab). Turkish Armed Forces, 1 JUNE 2000 - . Coordinator .
  A.3 Küçük Ölçekli Harekatın Etmen Tabanlı Simülasyonu. Genel Kurmay Başkanlığı, 1 JANUARY 2002 - 1 JANUARY 2004. Coordinator .
  A.4 Küçük Ölçekli Harekatın Etmen Tabanlı Simülasyonu(SAVMOS). Genel Kurmay Başkanlığı, 1 JANUARY 2003 - 1 OCTOBER 2003. Coordinator .
  A.5 Musterek Gorev Kuvveti Harekatinin Modellenemesi ve Simulasyonu (MGKMOS). SSM, 1 SEPTEMBER 2006 - 1 SEPTEMBER 2009. Coordinator .
  A.6 MGKMOS. DSİM Projects , 1 SEPTEMBER 2006 - 1 MARCH 2010. Local Coordinator .
  A.7 Multi Agent Tabanlı Karmaşık Sistemler için Oyun ve Simulasyon Platformu. TEKNOKENT Projects , 1 JUNE 2007 - 1 DECEMBER 2007. Local Coordinator .
  A.8 MGKMOS (Musterek Gorev Kuvveti Harekatinin Modellenmesi ve Simulasyonu). DSİM Projects , 1 JANUARY 2007 - 1 DECEMBER 2007. Local Coordinator .
  A.9 MGKMOS (Musterek Gorev Kuvveti Harekatinin Modellenmesi ve Simulasyonu. DSİM Projects , 1 JANUARY 2008 - 1 DECEMBER 2008. Local Coordinator .
  A.10 Cok Kullanicili ve Cok Platformlu Elektronik Oyun ve Simulasyon Sistemleri ve Konvoy Simulatoru. TEKNOKENT Projects , 1 JANUARY 2008 - 1 DECEMBER 2008. Researcher .
  A.11 Cok Kullanicili ve Cok Platformlu Elektronik Oyun ve Simulasyon Sistemleri ve Konvoy Simulatoru. TEKNOKENT Projects , 1 JANUARY 2009 - 1 DECEMBER 2009. Local Coordinator .
  A.12 MGKMOS. DSİM Projects , 1 JANUARY 2010 - 1 JUNE 2010. Local Coordinator .
  A.13 Cok kullanicili ve cok platformlu elektronik oyun ve simulasyon sistemleri ve Konvoy simulatoru. TEKNOKENT Projects , 1 JANUARY 2010 - 1 MARCH 2010. Local Coordinator .
  A.14 HASAT. TEKNOKENT Projects , 1 OCTOBER 2010 - 1 DECEMBER 2010. Researcher .
  A.15 HASAT. TEKNOKENT Projects , 1 JANUARY 2011 - 1 OCTOBER 2011. Researcher .
  A.16 Kısmi Gözlemlenebilir Gen Düzenleyici Ağlarının Etkin Olarak Kontrolü. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 MARCH 2011 - 1 JULY 2013. Local Coordinator .
  A.17 Kısmi Gözlemlenebilir Gen Düzenleyici Ağlarının Etkin Olarak Kontrolü. TUBİTAK Projects , 1 MARCH 2011 - 1 JULY 2013. Local Coordinator .
  A.18 Kısmi Gözlemlenebilir Gen Düzenleyici Ağlarının Etkin Olarak Kontrolu. TUBİTAK Projects , 1 JANUARY 2012 - 1 DECEMBER 2012. Local Coordinator .
  A.19 Kısmi Gözlemlenebilir Takviye Öğrenme Için Dolaysız Soyutlama. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 SEPTEMBER 2013 - 1 SEPTEMBER 2015. Local Coordinator .
  A.20 Taktik Ortam Simülasyonu, CGF Modelleme, Taktiksel Planlama, Simülasyonlarda Yapay Zeka Modelleme. Teknokent Project and Consultancy Teknokent Project and Consultancy , 1 AUGUST 2013 - 1 AUGUST 2014. Researcher .
  A.21 Kısmi Gözlemlenebilir Takviye Öğrenme Için Dolaysız Soyutlama. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 SEPTEMBER 2013 - 1 SEPTEMBER 2015. Local Coordinator .
  A.22 Kısmi Gözlemlenebilir Takviye Öğrenme Için Dolaysız Soyutlama. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 SEPTEMBER 2013 - 1 SEPTEMBER 2015. Local Coordinator .
  A.23 Taktik Ortam Simülasyonu, CGF Modelleme, Taktiksel Planlama, Simülasyonlarda Yapay Zeka Modelleme. Teknokent Project and Consultancy Teknokent Project and Consultancy , 1 JANUARY 2014 - 1 DECEMBER 2014. Researcher .
  A.24 Kısmi Gözlemlenebilir Ardışık Karar Vermede Alt Hedef Tespiti. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 MAY 2016 - 1 MAY 2018. Local Coordinator .
  A.25 FUTBOL KÖYÜ OYUNU: ÇOKLU ETMEN YAKLAŞIMI KULLANILARAK GERÇEKÇİ FUTBOL OYUNUNUN MODELLENMESİ VE GERÇEKLEŞTİRİMİ. Projects within the scope of Development of Collaborations between University and Industry SAN-TEZ, TUBITAK 1505 etc. , 1 JANUARY 2016 - 1 DECEMBER 2016. Researcher .
  A.26 Kısmi Gözlemlenebilir Ardışık Karar Vermede Alt Hedef Tespiti. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 MAY 2016 - 1 MAY 2018. Local Coordinator .
<< back