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M. J. G. van de Molengraft

3 accepted papers

2025

Hybrid Decision Making for Scalable Multi-Agent Navigation: Integrating Semantic Maps, Discrete Coordination, and Model Predictive Control

ICRA 2025

This paper presents a framework for multi-agent navigation in structured but dynamic environments, integrating three key components: a shared semantic map encoding metric and semantic environmental knowledge, a claim policy for coordinating access to areas within the environment, and a Model Predict

Cited by 2SourceScholar
2024

Automatic Configuration of Multi-Agent Model Predictive Controllers based on Semantic Graph World Models

ICRA 2024poster

We propose a shared semantic map architecture to construct and configure Model Predictive Controllers (MPC) dynamically, that solve navigation problems for multiple robotic agents sharing parts of the same environment. The navigation task is represented as a sequence of semantically labeled areas in…

Cited by 3SourceScholar
2021

Connecting Semantic Building Information Models and Robotics: An application to 2D LiDAR-based localization

ICRA 2021poster

This paper proposes a method to integrate the rich semantic data-set provided by Building Information Modeling (BIM) with robotics world models, taking as use case indoor semantic localization in a large university building. We convert a subset of semantic entities with associated geometry present i…

Cited by 44SourceScholar