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Siegfried Mercelis — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Siegfried Mercelis
11
papers ·
22
citations ·
12
h-index
University of Antwerp · Imec the Netherlands
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Scalable Reinforcement Learning-based Neural Architecture Search
2024 · 15 citations
An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning
2022 · 3 citations
Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System
2021 · 2 citations
Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning
2023 · 1 citations
Evaluating Robustness of Reinforcement Learning Algorithms for Autonomous Shipping
2024 · 1 citations
Post-Hoc Robustness for Model-Based Reinforcement Learning
2026
Resource-Aware Neural Network Pruning Using Graph-based Reinforcement Learning
2025
A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark
2021
Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary Model
2024
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search
2024
Task Adaptation of Reinforcement Learning-based NAS Agents through Transfer Learning
2024
Top co-authors
Kevin Mets
· 6
Amber Cassimon
· 4
Peter Hellinckx
· 4
Astrid Vanneste
· 3
Simon Vanneste
· 3
Steven Latr\'e
· 3
Ali Anwar
· 2
Siemen Herremans
· 2
Tom De Schepper
· 2
Ali Anwar
· 1
Bavo Lesy
· 1
Dieter Balemans
· 1
Topics
Model-Based RL
Multi-Agent
Safe RL
Value-Based
Meta-RL
Offline RL
Exploration
Policy Gradient