Bilgehan Sel

According to our database, Bilgehan Sel authored at least 10 papers between 2023 and 2024.

Collaborative distances:

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

2024

Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning.

Shangding Gu, Bilgehan Sel, Yuhao Ding, Lu Wang, Qingwei Lin, Alois Knoll, Ming Jin

CoRR, 2024

Democratizing Energy Management with LLM-Assisted Optimization Autoformalism.

Ming Jin, Bilgehan Sel, Fnu Hardeep, Wotao Yin

Proceedings of the IEEE International Conference on Communications, 2024

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models.

Bilgehan Sel, Ahmad Al-Tawaha, Vanshaj Khattar, Ruoxi Jia, Ming Jin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs.

Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation.

Shangding Gu, Bilgehan Sel, Yuhao Ding, Lu Wang, Qingwei Lin, Ming Jin, Alois Knoll

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Human-on-the-Loop Optimization Autoformalism Approach for Sustainability.

Ming Jin, Bilgehan Sel, Fnu Hardeep, Wotao Yin

CoRR, 2023

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models.

Bilgehan Sel, Ahmad Al-Tawaha, Vanshaj Khattar, Lu Wang, Ruoxi Jia, Ming Jin

CoRR, 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

Proceedings of the Learning for Dynamics and Control Conference, 2023

A CMDP-within-online framework for Meta-Safe Reinforcement Learning.

Vanshaj Khattar, Yuhao Ding, Bilgehan Sel, Javad Lavaei, Ming Jin

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds.

Ming Jin, Vanshaj Khattar, Harshal Kaushik, Bilgehan Sel, Ruoxi Jia

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023