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» Learning to Drive and Simulate Autonomous Mobile Robots
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ATAL
2009
Springer
14 years 10 days ago
To flock or not to flock: the pros and cons of flocking in long-range "migration" of mobile robot swarms
This study investigates the pros and cons of flocking in longrange “migration” of mobile robot swarms under the influence of different factors. We present a flocking behav...
Fatih Gökçe, Erol Sahin
ICRA
2005
IEEE
140views Robotics» more  ICRA 2005»
14 years 1 months ago
Fast Reinforcement Learning for Vision-guided Mobile Robots
— This paper presents a new reinforcement learning algorithm for accelerating acquisition of new skills by real mobile robots, without requiring simulation. It speeds up Q-learni...
Tomás Martínez-Marín, Tom Duc...
AAAI
1996
13 years 9 months ago
Integrating Grid-Based and Topological Maps for Mobile Robot Navigation
Research on mobile robot navigation has produced two major paradigms for mapping indoorenvironments: grid-based and topological. While grid-based methods produce accurate metric m...
Sebastian Thrun, Arno Bücken
TSMC
1998
139views more  TSMC 1998»
13 years 7 months ago
A neuro-fuzzy controller for mobile robot navigation and multirobot convoying
—A Neural integrated Fuzzy conTroller (NiF-T) which integrates the fuzzy logic representation of human knowledge with the learning capability of neural networks is developed for ...
Kim C. Ng, Mohan M. Trivedi
ICRA
2000
IEEE
124views Robotics» more  ICRA 2000»
14 years 2 days ago
Vision-Based Dynamic Estimation and Set-Point Stabilization of Nonholonomic Vehicles
In this paper, a nonhonolonomic vehicle is stabilized to a desired pose through a wisual servoing technique. The vision-based regulation of the nonholonomic vehicle, we propose, i...
Fabio Conticelli, Domenico Prattichizzo, Federico ...