Bilgehan Sel
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICLR (2)
ICML (2)
ACL (1)
L4DC (1)
Top co-authors
Keywords
policy optimization
(1)
manifold learning
(1)
convex optimization
(1)
convergence analysis
(1)
universal approximation
(1)
random search
(1)
empirical risk
(1)
derivative-free optimization
(1)
safe reinforcement learning
(1)
covering number
(1)
moral reasoning
(1)
blackbox optimization
(1)
gradient manipulation
(1)
empathy modeling
(1)
large language model
(1)
reward safety optimization
(1)
policy adjustment
(1)
ethical decision-making
(1)
regression error
(1)
ethical decision making
(1)
Papers
LLMs Can Reason Faster Only If We Let Them
ICML 2025
LLMs Can Plan Only If We Tell Them
ICLR 2025
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
ICML 2024
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs
ACL 2024
Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
AAAI 2024
Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold
L4DC 2023
A CMDP-within-online framework for Meta-Safe Reinforcement Learning
ICLR 2023
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds
AAAI 2023