Erkin Çilden

23 papers A 2B 4C 1Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
Faster MIL-based Subgoal Identification for Reinforcement Learning by Tuning Fewer Hyperparameters.
ACM Trans. Auton. Adapt. Syst.
Saim Sunel, Erkin Çilden, Faruk Polat
2024 — conf
Visual Mission Scripting for Multi-Agent-Based Simulation of Autonomous Platforms.
MESAS
Levent Hakki Senyürek, Erkin Çilden, Ismail Çaglar Çetintas, Batuhan Büyükgüzel, Denizcan Demirok, Yasar Yücel Yesilbag, Ahmet Sezer, Halit Oguztüzün
2023 J jnl
Correction: Landmark based guidance for reinforcement learning agents under partial observability.
Int. J. Mach. Learn. Cybern.
Alper Demir, Erkin Çilden, Faruk Polat
2023 J jnl
Landmark based guidance for reinforcement learning agents under partial observability.
Int. J. Mach. Learn. Cybern.
Alper Demir, Erkin Çilden, Faruk Polat
2022 J jnl
Using chains of bottleneck transitions to decompose and solve reinforcement learning tasks with hidden states.
Future Gener. Comput. Syst.
Hüseyin Aydin, Erkin Çilden, Faruk Polat
2019 — conf
A configurable gateway for DDS-HLA interoperability.
SummerSim
Muhammed Cagri Kaya, Alper Karamanlioglu, I. Çaglar Çetintas, Erkin Çilden, M. Haluk Canberi, Halit Oguztüzün
2019 — conf
A reference architecture for military simulations with experimentation and analysis features.
SummerSim
Gökçe Özkan, Erkin Çilden, Emre Gültekin, Ahmet Sezer, M. Haluk Canberi
2019 J jnl
Automatic landmark discovery for learning agents under partial observability.
Knowl. Eng. Rev.
Alper Demir, Erkin Çilden, Faruk Polat
2019 B conf
Compact Frequency Memory for Reinforcement Learning with Hidden States.
PRIMA
Hüseyin Aydin, Erkin Çilden, Faruk Polat
2019 J jnl
Generating Effective Initiation Sets for Subgoal-Driven options.
Adv. Complex Syst.
Alper Demir, Erkin Çilden, Faruk Polat
2019 A conf
Landmark Based Reward Shaping in Reinforcement Learning with Hidden States.
AAMAS
Alper Demir, Erkin Çilden, Faruk Polat
2018 C conf
A Generic Distributed Architecture to Integrate Simulated Participants with Modular Avionics.
DS-RT
Erkin Çilden, Emre Gultekin, Dogan Poyraz, M. Haluk Canberi
2018 — conf
Network packet loss sensitivity analysis for sympes codec.
SIU
Erhan Ceran, Erkin Çilden, Emre Gultekin, M. Haluk Canberi
2017 B conf
A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning.
ICTAI
Alper Demir, Erkin Çilden, Faruk Polat
2017 B conf
Using Transitional Bottlenecks to Improve Learning in Nearest Sequence Memory Algorithm.
ICTAI
Hüseyin Aydin, Erkin Çilden, Faruk Polat
2016 A conf
A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning.
ECAI
Alper Demir, Erkin Çilden, Faruk Polat
2016 — conf
Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement Learning.
ECML/PKDD (2)
Alper Demir, Erkin Çilden, Faruk Polat
2015 — conf
Memory efficient factored abstraction for reinforcement learning.
CYBCONF
Coskun Sahin, Erkin Çilden, Faruk Polat
2015 J jnl
Toward Generalization of Automated Temporal Abstraction to Partially Observable Reinforcement Learning.
IEEE Trans. Cybern.
Erkin Çilden, Faruk Polat
2014 — —
Abstraction in reinforcement learning in partially observable environments ; Kısmi gözlemlenebilir ortamlar için pekiştirmeli öğrenmede soyutlama.
Erkin Çilden
2014 — conf
Employing Automatic Temporal Abstractions to Accelerate Utile Suffix Memory Algorithm.
MATES
Erkin Çilden, Faruk Polat
2013 B conf
Generating Memoryless Policies Faster Using Automatic Temporal Abstractions for Reinforcement Learning with Hidden State.
ICTAI
Erkin Çilden, Faruk Polat
2012 — conf
Abstraction in Model Based Partially Observable Reinforcement Learning Using Extended Sequence Trees.
IAT
Erkin Çilden, Faruk Polat