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Siegfried Mercelis — most-cited papers & profile · Large Language Models
← authors
·
overview
Siegfried Mercelis
12
papers ·
22
citations ·
12
h-index
University of Antwerp · Imec the Netherlands
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning to Communicate Using Counterfactual Reasoning
2020 · 6 citations
Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways
2023 · 6 citations
Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning
2021 · 5 citations
Autonomous Port Navigation With Ranging Sensors Using Model-Based Reinforcement Learning
2023 · 4 citations
Autonomous Port Navigation With Ranging Sensors Using Model-Based Reinforcement Learning
2023 · 1 citations
Resource-Aware Neural Network Pruning Using Graph-based Reinforcement Learning
2025
An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning
2023
Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways
2023
Top co-authors
Ali Anwar
· 1
Bavo Lesy
· 1
Jan Steckel
· 1
Robin Kerstens
· 1
Siemen Herremans
· 1
Walter Daems
· 1
Topics
Multi-Agent
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Model-Based RL