Optimal Policy Synthesis from A Sequence of Goal Sets with An Application to Electric Distribution System Restoration. - Ilker Isik; Onur Yigit Arpali; Ebru Aydin Gol (ADHS, 2021)

Learning to Estimate System Specifications in Linear Temporal Logic using Transformers and Mamba. - Ilker Isik; Ebru Aydin Gol; Ramazan Gokberk Cinbis (CoRR, 2024)

Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence. - Ilker Isik; Ramazan Gokberk Cinbis; Ebru Aydin Gol (CoRR, 2024)

Field teams coordination for earthquake-damaged distribution system energization. - Ilker Isik; Ebru Aydin Gol (Reliab. Eng. Syst. Saf., 2024)

One Subgoal at a Time: Zero-Shot Generalization to Arbitrary Linear Temporal Logic Requirements in Multi-Task Reinforcement Learning. - Zijian Guo 002; Ilker Isik; H. M. Sabbir Ahmad; Wenchao Li 001 (CoRR, 2025)