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CCIA
2005
Springer
14 years 1 months ago
Direct Policy Search Reinforcement Learning for Robot Control
— This paper proposes a high-level Reinforcement Learning (RL) control system for solving the action selection problem of an autonomous robot. Although the dominant approach, whe...
Andres El-Fakdi, Marc Carreras, Narcís Palo...
AAAI
2008
13 years 10 months ago
Incorporating Mental Simulation for a More Effective Robotic Teammate
How can we facilitate human-robot teamwork? The teamwork literature has identified the need to know the capabilities of teammates. How can we integrate the knowledge of another ag...
William G. Kennedy, Magdalena D. Bugajska, William...
IROS
2008
IEEE
157views Robotics» more  IROS 2008»
14 years 2 months ago
Cooperative navigation using environment compliant robot formations
— This paper reports an autonomous cooperative navigation system for robot formations in realistic scenarios. The formation movement control is based on a virtual structure compo...
Pablo Urcola, L. Riazuelo, M. T. Lazaro, Luis Mont...
HRI
2006
ACM
14 years 1 months ago
Effective team-driven multi-model motion tracking
Autonomous robots use sensors to perceive and track objects in the world. Tracking algorithms use object motion models to estimate the position of a moving object. Tracking effic...
Yang Gu, Manuela M. Veloso
ICRA
2007
IEEE
149views Robotics» more  ICRA 2007»
14 years 1 months ago
Stabilization of Multiple Robots on Stable Orbits via Local Sensing
— We develop decentralized controllers for a team of disk-shaped robots to converge to and circulate along the boundary of a desired two-dimensional geometric pattern specified ...
Mong-ying A. Hsieh, Savvas G. Loizou, Vijay Kumar