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Philipp Dominic Siedler

According to our database1, Philipp Dominic Siedler authored at least 7 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
SPhyR: Spatial-Physical Reasoning Benchmark on Material Distribution.
[BibTeX]
[DOI]
Philipp Dominic Siedler
CoRR, May, 2025

LLM-Mediated Guidance of MARL Systems.
[BibTeX]
[DOI]
Philipp Dominic Siedler
,
Ian Gemp
CoRR, March, 2025

HIVEX: A High-Impact Environment Suite for Multi-Agent Research (extended version).
[BibTeX]
[DOI]
Philipp Dominic Siedler
CoRR, January, 2025

2023
Learning to Communicate and Collaborate in a Competitive Multi-Agent Setup to Clean the Ocean from Macroplastics.
[BibTeX]
[DOI]
Philipp Dominic Siedler
CoRR, 2023

2022
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation.
[BibTeX]
[DOI]
Philipp Dominic Siedler
CoRR, 2022

Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution.
[BibTeX]
[DOI]
Philipp Dominic Siedler
CoRR, 2022

2021
The Power of Communication in a Distributed Multi-Agent System.
[BibTeX]
[DOI]
Philipp Dominic Siedler
CoRR, 2021


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