Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Potential-based reward shaping using state–space segmentation for efficiency in reinforcement learning

Bal M. İ., AYDIN H., İYİGÜN C., POLAT F.
Future Generation Computer Systems , vol.157, pp.469-484, 2024 (SCI-Expanded) identifier identifier

Population-based exploration in reinforcement learning through repulsive reward shaping using eligibility traces

Bal M. I., İYİGÜN C., POLAT F., AYDIN H.
Annals of Operations Research , vol.335, no.2, pp.689-725, 2024 (SCI-Expanded) identifier identifier

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

Aydin H., Çilden E., Polat F.
Future Generation Computer Systems , vol.133, pp.153-168, 2022 (SCI-Expanded) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

Compact Frequency Memory for Reinforcement Learning with Hidden States.

Polat F., Aydin H., Cilden E.
PRIMA 2019: Principles and Practice of Multi-Agent Systems - 22nd International Conference, Taranto, Italy, 28 - 31 October 2019, pp.425-433 identifier identifier

Using Transitional Bottlenecks to Improve Learning in Nearest Sequence Memory Algorithm

AYDIN H., Cilden E., POLAT F.
IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI), Massachusetts, United States Of America, 6 - 08 November 2017, pp.147-152 identifier identifier

Self-management of patients with severe arthritis through a Personal Health System: The Turkish case study in the PALANTE project

Aydın H., Gençtürk M., Alpay E., L. Ertürkmen G. B., Doğaç A.
eChallenges Conference, Belfast, United Kingdom, 29 - 30 October 2014, pp.1-7 identifier

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6

Citation (WoS)

2

H-Index (WoS)

1

Citation (Scopus)

4

H-Index (Scopus)

1

Project

1