Papers
6
Total Citations
190
H-Index
6
About
C. Joulain is a pioneering researcher in bio-inspired robotics, whose work bridges the gap between animal cognition and autonomous machine navigation. Her primary research areas include visual homing, robot learning, and perception-action associations, with a focus on how mobile robots can navigate and recognize objects without relying on detailed maps or exhaustive pre-programming. Her most influential contribution is the 2000 paper "The visual homing problem: An example of robotics/biology cross fertilization" (77 citations), which established a foundational framework for using neurobiological principles to solve the visual homing challenge. This work, along with her 2002 study on visual navigation in open environments (56 citations), demonstrated that a robot could retrieve a goal location using only visual information and a neural architecture inspired by animal studies, bypassing the need for precise maps. Joulain also advanced autonomous learning by showing how environment topology can be "taken for free" to simplify reinforcement problems, and she developed methods for robots to build visual categories through perception-action associations, drawing on classical conditioning experiments. Her research has been instrumental in demonstrating that biological principles can lead to more efficient, adaptive robotic systems, making her a key figure in the field of embodied cognition and autonomous navigation.
Research Focus
Key Achievements
Top Papers
- 1
- 2Visual navigation in an open environment without map56 citations · 2002
- 3
- 4Learning to build visual categories from perception-action associations14 citations · 2002
- 5Animal and robot learning: experiments and models about visual navigation14 citations · 1998
- 6Autonomous robot learning: what can we take for free?6 citations · 2002