Iliya Kulbaka

According to our database, Iliya Kulbaka authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

TopoRec: Point Cloud Recognition Using Topological Data Analysis.

Anirban Ghosh, Iliya Kulbaka, Ian Dahlin, Ayan Dutta

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

GDM-Net++: Multi-robot 2D and 3D Gas Distribution Mapping Via Deep Q-Learning and Gaussian Process Regression.

Iliya Kulbaka, Ayan Dutta, O. Patrick Kreidl, Ladislau Bölöni, Swapnoneel Roy

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

2024

On the Entanglement and Mixedness of Quantum Boolean Function Circuits.

Zornitza Genova Prodanoff, Iliya Kulbaka, Natasha Interlichia

Proceedings of the Machines, Computations, and Universality, 2024

GDM-Net: Gas Distribution Mapping with a Mobile Robot Using Deep Reinforcement Learning and Gaussian Process Regression.

Iliya Kulbaka, Ayan Dutta, O. Patrick Kreidl, Ladislau Bölöni, Swapnoneel Roy

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

2023

Deep recurrent Q-learning for energy-constrained coverage with a mobile robot.

Aaron Zellner, Ayan Dutta, Iliya Kulbaka, Gokarna Sharma

Neural Comput. Appl., September, 2023

CNN-LSTM-Based Deep Recurrent Q-Learning for Robotic Gas Source Localization.

Iliya Kulbaka, Ayan Dutta, Ladislau Bölöni, O. Patrick Kreidl, Swapnoneel Roy

Proceedings of the International Conference on Machine Learning and Applications, 2023