← Bilgehan Sel

Publications

22 papers · Google Scholar has current citation counts


2026

Actions Speak Louder Than States: Going Beyond Bayesian Inference in In-Context Reinforcement Learning
Bilgehan Sel, Aldo Xie, Jinwoo Lee, Ming Jin
In submission
Nash-LTR: Learning-to-Rank with Multi-Stakeholder Alignment
Bilgehan Sel, Ming Jin
In preparation

2025

2024

2023

Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold
Bilgehan Sel, Ahmad Al-Tawaha, Yuhao Ding, Ruoxi Jia, Bo Ji, Javad Lavaei, Ming Jin
L4DC 2023
Decision-Focused Learning for Inverse Noncooperative Games: Generalization Bounds and Convergence Analysis
Ahmad Al-Tawaha, Harshal Kaushik, Bilgehan Sel, Ruoxi Jia, Ming Jin
IFAC-PapersOnLine 2023
Dynamic Modeling and Trajectory Tracking of a Quadcopter via Linear and Backstepping Controller
Utku Gunes, Artun Sel, Bilgehan Sel, Cosku Kasnakoglu
AIAA SciTech Forum 2023

2022

Magnetic Field Mapping of Inaccessible Regions Using Physics-Informed Neural Networks
Umit H. Coskun, Bilgehan Sel, Bradley Plaster
Scientific Reports 2022
SOS-Based Nonlinear Observer Design for Simultaneous State and Disturbance Estimation Designed for a PMSM Model
Artun Sel, Bilgehan Sel, Umit Coskun, Cosku Kasnakoglu
Sustainability 2022

2021

Comparative Study of an EKF-Based Parameter Estimation and a Nonlinear Optimization-Based Estimation on PMSM System Identification
Artun Sel, Bilgehan Sel, Umit Coskun, Cosku Kasnakoglu
Energies 2021
GLSDC Based Parameter Estimation Algorithm for a PMSM Model
Artun Sel, Bilgehan Sel, Cosku Kasnakoglu
Energies 2021