Hüseyin Aydin

Compact Frequency Memory for Reinforcement Learning with Hidden States

Faruk Polat, Erkin Çilden, Hüseyin Aydin, 2019, PRIMA.

Using Transitional Bottlenecks to Improve Learning in Nearest Sequence Memory Algorithm

Faruk Polat, Erkin Çilden, Hüseyin Aydin, 2017, 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI).

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

Faruk Polat, Hüseyin Aydin, Erkin Çilden, 2022, Future Gener. Comput. Syst..