Abdel‐Illah Mouaddib
Université de Caen Normandie, Centre National de la Recherche Scientifique, GREYC
Papers
30
Total Citations
330
H-Index
10
About
Abdel-Illah Mouaddib is a prominent researcher specializing in autonomous robotics, multi-agent decision-making, and human-robot interaction. His work centers on developing sophisticated planning frameworks that enable robots to operate intelligently in complex, uncertain environments — both independently and collaboratively. Mouaddib's most influential contributions lie in applying Markov Decision Processes (MDPs) and their decentralized variants (Dec-POMDPs) to multi-robot coordination challenges. His 2021 paper on coordinated multi-robot exploration under communication constraints has garnered 100 citations, establishing him as a leading voice in decentralized decision-making for autonomous systems. This work, alongside earlier contributions on distributed value functions and map partitioning strategies, has meaningfully advanced how robot teams efficiently explore unknown environments without centralized control. Beyond pure robotics, Mouaddib has made notable strides in human-robot collaboration, developing POMDP-based frameworks that allow robots to assist humans without requiring a shared plan — a practically significant challenge in real-world deployment. His ontology-based spatial planning work further demonstrates his commitment to making robots contextually aware in human environments. With research spanning auction-based task coordination, service robot deployment, and adaptive companion robots, Mouaddib's cumulative impact — exceeding 250 citations across his key works — reflects a career dedicated to bridging theoretical decision science with practical autonomous systems.
Research Focus
Key Achievements
Top Papers
- 1
- 2Distributed value functions for multi-robot exploration29 citations · 2012
- 3
- 4
- 5Ontology Based Spatial Planning for Human-Robot Interaction18 citations · 2010
- 6
- 7Map partitioning to approximate an exploration strategy in mobile robotics13 citations · 2012
- 8
- 9
- 10A Decision Model of Adaptive Interaction Selection for a Robot Companion10 citations · 2011