Faruk Polat - Publications, H-index & Citations

Faruk Polat

Middle East Technical University

14H指数

111论文数

865被引数

收录论文 25

发表时间

Task assignment strategies for capacitated agents engaged in lifelong pickup and delivery tasks 容量受限的智能体在终身取货和送货任务中的任务分配策略

Knowledge-Based Systems

IF7.6

2025-08-20

PREAI

Evren Çilden; Faruk Polat

Relative distances approach for multi-traveling salesmen problem

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-09-01

PREAI

Erguven, Emre; Polat, Faruk

Potential-based reward shaping using state-space segmentation for efficiency in reinforcement learning 使用状态空间分割的基于潜力的奖励塑造，以提高强化学习的效率

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-08-01

PREAI

Bal, Melis Ilayda; Aydin, Hueseyin; Iyiguen, Cem; Polat, Faruk

Population-based exploration in reinforcement learning through repulsive reward shaping using eligibility traces 通过使用资格跟踪的排斥性奖励塑造强化学习中的基于人群的探索

ANNALS OF OPERATIONS RESEARCH

IF4.5

2024-01-18

PREAI

Bal, Melis Ilayda; Iyigun, Cem; Polat, Faruk; Aydin, Huseyin

Solving an industry-inspired generalization of lifelong MAPF problem including multiple delivery locations (vol 57, 102026, 2023)

ADVANCED ENGINEERING INFORMATICS

IF9.9

2023-10-01

OAAI

Semiz, Fatih; Yorganci, Muecahit Alkan; Polat, Faruk

Solving an industry-inspired generalization of lifelong MAPF problem including multiple delivery locations

ADVANCED ENGINEERING INFORMATICS

IF9.9

2023-08-01

PREAI

Semiz, Fatih; Yorganci, Mucahit Alkan; Polat, Faruk

Landmark based guidance for reinforcement learning agents under partial observability (Nov 2022, 10.1007/s13042-022-01713-5)

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2023-02-15

OAAI

Demir, Alper; Cilden, Erkin; Polat, Faruk

Landmark based guidance for reinforcement learning agents under partial observability 部分可观测性下基于Landmark的强化学习智能体指导

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2022-11-16

PREAI

Demir, Alper; Cilden, Erkin; Polat, Faruk

Using chains of bottleneck transitions to decompose and solve reinforcement learning tasks with hidden states

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-08-01

PREAI

Aydin, Huseyin; Cilden, Erkin; Polat, Faruk

Incremental multi-agent path finding 增量多智能体路径查找

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2021-03-01

PREAI

Semiz, Fatih; Polat, Faruk

Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2017-11-01

PREAI

Sirin, Utku; Polat, Faruk; Alhajj, Reda

Employing decomposable partially observable Markov decision processes to control gene regulatory networks 采用可分解的部分可观察的马尔可夫决策过程来控制基因调控网络

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2017-11-01

PREAI

Erdogdu, Utku; Polat, Faruk; Alhajj, Reda

Making recommendations by integrating information from multiple social networks

APPLIED INTELLIGENCE

IF3.5

2016-07-01

PREAI

Ozsoy, Makbule Gulcin; Polat, Faruk; Alhajj, Reda

Effective gene expression data generation framework based on multi-model approach

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2016-06-01

PREAI

Sirin, Utku; Erdogdu, Utku; Polat, Faruk; Tan, Mehmet; Alhajj, Reda

MOD* Lite: An Incremental Path Planning Algorithm Taking Care of Multiple Objectives

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2016-01-01

PREAI

Oral, Tugcem; Polat, Faruk

Toward Generalization of Automated Temporal Abstraction to Partially Observable Reinforcement Learning 将自动时间抽象推广到部分可观察的强化学习

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2015-08-01

PREAI

Cilden, Erkin; Polat, Faruk

Limited-Damage A*: A path search algorithm that considers damage as a feasibility criterion

KNOWLEDGE-BASED SYSTEMS

IF7.6

2011-05-01

PREAI

Bayili, Serhat; Polat, Faruk

Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2011-01-01

PREAI

Tan, Mehmet; Alshalalfa, Mohammed; Alhajj, Reda; Polat, Faruk

Formation preserving path finding in 3-D terrains

APPLIED INTELLIGENCE

IF3.5

2010-11-27

PREAI

Bayrak, Ali Galip; Polat, Faruk

Improving reinforcement learning by using sequence trees

MACHINE LEARNING

IF2.9

2010-04-24

OAAI

Girgin, Sertan; Polat, Faruk; Alhajj, Reda

研究方向