‪Melis İlayda Bal‬ - ‪Google Scholar‬

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Co-authors

Cem IyigunMiddle East Technical University ( ODTU - METU)Verified email at metu.edu.tr
Hüseyin AydınDepartment of Computer Engineering, Middle East Techincal UniversityVerified email at ceng.metu.edu.tr
Pier Giuseppe SessaETH ZürichVerified email at inf.ethz.ch
Mojmír MutnýETH ZurichVerified email at inf.ethz.ch

Melis İlayda Bal

Melis İlayda Bal

Max Planck Institute for Intelligent Systems

Verified email at tuebingen.mpg.de - Homepage

optimization machine learning reinforcement learning multi-agent systems active learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Population-based Exploration in Reinforcement Learning through Repulsive Reward Shaping Using Eligibility Traces MI Bal, C Iyigun, F Polat, H Aydin Annals of Operations Research, 2024	1	2024
Potential-based reward shaping using state–space segmentation for efficiency in reinforcement learning Mİ Bal, H Aydın, C İyigün, F Polat Future Generation Computer Systems 157, 469-484, 2024		2024
Optimistic Games for Combinatorial Bayesian Optimization with Applications to Protein Design Mİ Bal, PG Sessa, M Mutný, A Krause NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in …, 2023		2023
Reward Shaping for Efficient Exploration and Acceleration of Learning in Reinforcement Learning MI Bal Middle East Technical University Department of Operational Research, 2022		2022

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