Search Results - "Sel, Bilgehan"

Magnetic field mapping of inaccessible regions using physics-informed neural networks by Coskun, Umit H., Sel, Bilgehan, Plaster, Brad

“…A difficult problem concerns the determination of magnetic field components within an experimentally inaccessible region when direct field measurements are not…”
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Comparative Study of an EKF-Based Parameter Estimation and a Nonlinear Optimization-Based Estimation on PMSM System Identification by Sel, Artun, Sel, Bilgehan, Coskun, Umit, Kasnakoglu, Cosku

“…In this study, two different parameter estimation algorithms are studied and compared. Iterated EKF and a nonlinear optimization algorithm based on on-line…”
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GLSDC Based Parameter Estimation Algorithm for a PMSM Model by Sel, Artun, Sel, Bilgehan, Kasnakoglu, Cosku

“…In this study, a GLSDC (Gaussian Least Squares Differential Correction) based parameter estimation algorithm is used to identify a PMSM (Permanent Magnet…”
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Democratizing Energy Management with LLM-Assisted Optimization Autoformalism by Jin, Ming, Sel, Bilgehan, Hardeep, Fnu, Yin, Wotao

“…This paper introduces a method for personalizing energy optimization using large language models (LLMs) combined with an optimization solver. This approach,…”
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A CMDP-within-online framework for Meta-Safe Reinforcement Learning by Khattar, Vanshaj, Ding, Yuhao, Sel, Bilgehan, Lavaei, Javad, Jin, Ming

“…ICLR 2023 Meta-reinforcement learning has widely been used as a learning-to-learn framework to solve unseen tasks with limited experience. However, the aspect…”
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A Human-on-the-Loop Optimization Autoformalism Approach for Sustainability by Jin, Ming, Sel, Bilgehan, Hardeep, Fnu, Yin, Wotao

“…This paper outlines a natural conversational approach to solving personalized energy-related problems using large language models (LLMs). We focus on…”
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On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds by Jin, Ming, Khattar, Vanshaj, Kaushik, Harshal, Sel, Bilgehan, Jia, Ruoxi

“…We study the expressibility and learnability of convex optimization solution functions and their multi-layer architectural extension. The main results are:…”
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Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning by Gu, Shangding, Sel, Bilgehan, Ding, Yuhao, Wang, Lu, Lin, Qingwei, Knoll, Alois, Jin, Ming

“…In numerous reinforcement learning (RL) problems involving safety-critical systems, a key challenge lies in balancing multiple objectives while simultaneously…”
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Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs by Sel, Bilgehan, Shanmugasundaram, Priya, Kachuee, Mohammad, Zhou, Kun, Jia, Ruoxi, Jin, Ming

“…Large Language Models (LLMs) have shown remarkable capabilities in tasks such as summarization, arithmetic reasoning, and question answering. However, they…”
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Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation by Gu, Shangding, Sel, Bilgehan, Ding, Yuhao, Wang, Lu, Lin, Qingwei, Jin, Ming, Knoll, Alois

“…Ensuring the safety of Reinforcement Learning (RL) is crucial for its deployment in real-world applications. Nevertheless, managing the trade-off between…”
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Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models by Sel, Bilgehan, Al-Tawaha, Ahmad, Khattar, Vanshaj, Jia, Ruoxi, Jin, Ming

“…Current literature, aiming to surpass the "Chain-of-Thought" approach, often resorts to external modi operandi involving halting, modifying, and then resuming…”
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Accounting Education in America and Asia Continents by Erdoğan, Seda, Bilgehan Çakmak Sel, Mihriban Coşkun Arslan

“…Accounting applications, standards and education have been evolving along with the changes in science, economy and technology. This study aims at researching…”
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