Sel, Bilgehan

8 publications

ICLR 2025 LLMs Can Plan Only if We Tell Them Bilgehan Sel, Ruoxi Jia, Ming Jin

ICML 2025 LLMs Can Reason Faster Only if We Let Them Bilgehan Sel, Lifu Huang, Naren Ramakrishnan, Ruoxi Jia, Ming Jin

NeurIPS 2025 Reinforcement Learning with Backtracking Feedback Bilgehan Sel, Vaishakh Keshava, Phillip Wallis, Lukas Rutishauser, Ming Jin, Dingcheng Li

ICML 2024 Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models Bilgehan Sel, Ahmad Tawaha, Vanshaj Khattar, Ruoxi Jia, Ming Jin

AAAI 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

ICLR 2023 A CMDP-Within-Online Framework for Meta-Safe Reinforcement Learning Vanshaj Khattar, Yuhao Ding, Bilgehan Sel, Javad Lavaei, Ming Jin

L4DC 2023 Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold Bilgehan Sel, Ahmad Tawaha, Yuhao Ding, Ruoxi Jia, Bo Ji, Javad Lavaei, Ming Jin

AAAI 2023 On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds Ming Jin, Vanshaj Khattar, Harshal Kaushik, Bilgehan Sel, Ruoxi Jia