Ilker Isik

According to our database, Ilker Isik authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SpecRLBench: A Benchmark for Generalization in Specification-Guided Reinforcement Learning.

Zijian Guo, Ilker Isik, H. M. Sabbir Ahmad, Wenchao Li

CoRR, April, 2026

Names Don't Matter: Symbol-Invariant Transformer for Open-Vocabulary Learning.

Ilker Isik, Wenchao Li

CoRR, January, 2026

2025

One Subgoal at a Time: Zero-Shot Generalization to Arbitrary Linear Temporal Logic Requirements in Multi-Task Reinforcement Learning.

Zijian Guo, Ilker Isik, H. M. Sabbir Ahmad, Wenchao Li

CoRR, August, 2025

Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence.

Ilker Isik, Ramazan Gokberk Cinbis, Ebru Aydin Gol

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Field teams coordination for earthquake-damaged distribution system energization.

Ilker Isik, Ebru Aydin Gol

Reliab. Eng. Syst. Saf., 2024

Learning to Estimate System Specifications in Linear Temporal Logic using Transformers and Mamba.

Ilker Isik, Ebru Aydin Gol, Ramazan Gokberk Cinbis

CoRR, 2024

2021

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

Proceedings of the 7th IFAC Conference on Analysis and Design of Hybrid Systems, 2021