Erkin Çilden

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Reinforcement Learning

Top Venues

Int. J. Mach. Learn. Cybern.

IEEE Trans. Cybern.

Publications

Saim Sunel, Erkin Çilden, Faruk Polat
Faster MIL-based Subgoal Identification for Reinforcement Learning by Tuning Fewer Hyperparameters. ACM Trans. Auton. Adapt. Syst. 19 (2) (2024)
Alper Demir, Erkin Çilden, Faruk Polat
Correction: Landmark based guidance for reinforcement learning agents under partial observability. Int. J. Mach. Learn. Cybern. 14 (4) (2023)
Alper Demir, Erkin Çilden, Faruk Polat
Landmark based guidance for reinforcement learning agents under partial observability. Int. J. Mach. Learn. Cybern. 14 (4) (2023)
Hüseyin Aydin, Erkin Çilden, Faruk Polat
Using chains of bottleneck transitions to decompose and solve reinforcement learning tasks with hidden states. Future Gener. Comput. Syst. 133 (2022)
Gökçe Özkan, Erkin Çilden, Emre Gültekin, Ahmet Sezer, M. Haluk Canberi
A reference architecture for military simulations with experimentation and analysis features. SummerSim (2019)
Muhammed Cagri Kaya, Alper Karamanlioglu, I. Çaglar Çetintas, Erkin Çilden, M. Haluk Canberi, Halit Oguztüzün
A configurable gateway for DDS-HLA interoperability. SummerSim (2019)
Hüseyin Aydin, Erkin Çilden, Faruk Polat
Compact Frequency Memory for Reinforcement Learning with Hidden States. PRIMA (2019)
Alper Demir, Erkin Çilden, Faruk Polat
Generating Effective Initiation Sets for Subgoal-Driven options. Adv. Complex Syst. 22 (2) (2019)
Alper Demir, Erkin Çilden, Faruk Polat
Landmark Based Reward Shaping in Reinforcement Learning with Hidden States. AAMAS (2019)
Alper Demir, Erkin Çilden, Faruk Polat
Automatic landmark discovery for learning agents under partial observability. Knowl. Eng. Rev. 34 (2019)
Erkin Çilden, Emre Gultekin, Dogan Poyraz, M. Haluk Canberi
A Generic Distributed Architecture to Integrate Simulated Participants with Modular Avionics. DS-RT (2018)
Erhan Ceran, Erkin Çilden, Emre Gultekin, M. Haluk Canberi
Network packet loss sensitivity analysis for sympes codec. SIU (2018)
Alper Demir, Erkin Çilden, Faruk Polat
A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning. ICTAI (2017)
Hüseyin Aydin, Erkin Çilden, Faruk Polat
Using Transitional Bottlenecks to Improve Learning in Nearest Sequence Memory Algorithm. ICTAI (2017)
Alper Demir, Erkin Çilden, Faruk Polat
A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning. ECAI (2016)
Alper Demir, Erkin Çilden, Faruk Polat
Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement Learning. ECML/PKDD (2) (2016)
Erkin Çilden, Faruk Polat
Toward Generalization of Automated Temporal Abstraction to Partially Observable Reinforcement Learning. IEEE Trans. Cybern. 45 (8) (2015)
Coskun Sahin, Erkin Çilden, Faruk Polat
Memory efficient factored abstraction for reinforcement learning. CYBCONF (2015)
Erkin Çilden, Faruk Polat
Employing Automatic Temporal Abstractions to Accelerate Utile Suffix Memory Algorithm. MATES (2014)
Erkin Çilden, Faruk Polat
Generating Memoryless Policies Faster Using Automatic Temporal Abstractions for Reinforcement Learning with Hidden State. ICTAI (2013)
Erkin Çilden, Faruk Polat
Abstraction in Model Based Partially Observable Reinforcement Learning Using Extended Sequence Trees. IAT (2012)