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Bilgehan Sel
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 12
Top Topics
Reinforcement Learning
Skin Color Detection
Decision Making
Eligibility Traces
Top Venues
CoRR
AAAI
ACL (1)
L4DC
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Publications
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Vanshaj Khattar
,
Yuhao Ding
,
Bilgehan Sel
,
Javad Lavaei
,
Ming Jin
A CMDP-within-online framework for Meta-Safe Reinforcement Learning.
CoRR
(2024)
Shangding Gu
,
Bilgehan Sel
,
Yuhao Ding
,
Lu Wang
,
Qingwei Lin
,
Ming Jin
,
Alois Knoll
Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation.
AAAI
(2024)
Bilgehan Sel
,
Priya Shanmugasundaram
,
Mohammad Kachuee
,
Kun Zhou
,
Ruoxi Jia
,
Ming Jin
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs.
CoRR
(2024)
Shangding Gu
,
Bilgehan Sel
,
Yuhao Ding
,
Lu Wang
,
Qingwei Lin
,
Alois Knoll
,
Ming Jin
Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning.
CoRR
(2024)
Bilgehan Sel
,
Priya Shanmugasundaram
,
Mohammad Kachuee
,
Kun Zhou
,
Ruoxi Jia
,
Ming Jin
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs.
ACL (1)
(2024)
Shangding Gu
,
Bilgehan Sel
,
Yuhao Ding
,
Lu Wang
,
Qingwei Lin
,
Ming Jin
,
Alois Knoll
Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation.
CoRR
(2024)
Bilgehan Sel
,
Ahmad Tawaha
,
Yuhao Ding
,
Ruoxi Jia
,
Bo Ji
,
Javad Lavaei
,
Ming Jin
Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold.
L4DC
(2023)
Bilgehan Sel
,
Ahmad Al-Tawaha
,
Vanshaj Khattar
,
Lu Wang
,
Ruoxi Jia
,
Ming Jin
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models.
CoRR
(2023)
Vanshaj Khattar
,
Yuhao Ding
,
Bilgehan Sel
,
Javad Lavaei
,
Ming Jin
A CMDP-within-online framework for Meta-Safe Reinforcement Learning.
ICLR
(2023)
Ming Jin
,
Vanshaj Khattar
,
Harshal Kaushik
,
Bilgehan Sel
,
Ruoxi Jia
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds.
AAAI
(2023)
Ming Jin
,
Bilgehan Sel
,
Fnu Hardeep
,
Wotao Yin
A Human-on-the-Loop Optimization Autoformalism Approach for Sustainability.
CoRR
(2023)
Ming Jin
,
Vanshaj Khattar
,
Harshal Kaushik
,
Bilgehan Sel
,
Ruoxi Jia
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds.
CoRR
(2022)