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Melih Kandemir — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Melih Kandemir
12
papers ·
12
citations ·
16
h-index
University of Southern Denmark
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Semantic Scholar ↗
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Most-cited papers
PAC-Bayesian Soft Actor-Critic Learning
2023 · 2 citations
Improving Actor-Critic Training with Steerable Action-Value Approximation Errors
2024 · 1 citations
A Measure-Theoretic Finite-Sample Theory for Adaptive-Data Fitted Q-Iteration
2026
Hitting Time Isomorphism for Multi-Stage Planning with Foundation Policies
2026
Distributional Active Inference
2026
Adaptive Ensemble Aggregation for Actor-Critics
2025
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning
2024
Deep Exploration with PAC-Bayes
2024
Top co-authors
Abdullah Akg\"ul
· 4
Bahareh Tasdighi
· 4
Manuel Haussmann
· 3
Mustafa Mert \c{C}elikok
· 3
Nicklas Werge
· 3
Yi-Shan Wu
· 3
Manuel Hau{\ss}mann
· 2
Gulcin Baykal
· 1
Kenny Kazimirzak Brink
· 1
Magnus Victor Boock
· 1
Manuel Haussmann
· 1
Topics
Value-Based
Policy Gradient
Offline RL
Model-Based RL
Exploration
Meta-RL
Multi-Agent