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» Parameterized maneuver learning for autonomous helicopter fl...
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ICRA
2010
IEEE
116views Robotics» more  ICRA 2010»
13 years 3 months ago
Parameterized maneuver learning for autonomous helicopter flight
Abstract— Many robotic control tasks involve complex dynamics that are hard to model. Hand-specifying trajectories that satisfy a system’s dynamics can be very time-consuming a...
Jie Tang, Arjun Singh, Nimbus Goehausen, Pieter Ab...
IJRR
2010
93views more  IJRR 2010»
13 years 3 months ago
Autonomous Helicopter Aerobatics through Apprenticeship Learning
Autonomous helicopter flight is widely regarded to be a highly challenging control problem. Despite this fact, human experts can reliably fly helicopters through a wide range of m...
Pieter Abbeel, Adam Coates, Andrew Y. Ng
ICML
2008
IEEE
14 years 5 months ago
Learning for control from multiple demonstrations
We consider the problem of learning to follow a desired trajectory when given a small number of demonstrations from a sub-optimal expert. We present an algorithm that (i) extracts...
Adam Coates, Pieter Abbeel, Andrew Y. Ng
ICRA
2009
IEEE
170views Robotics» more  ICRA 2009»
13 years 2 months ago
Aerodynamics and control of autonomous quadrotor helicopters in aggressive maneuvering
Quadrotor helicopters have become increasingly important in recent years as platforms for both research and commercial unmanned aerial vehicle applications. This paper extends prev...
Haomiao Huang, Gabriel Hoffmann, Steven Lake Wasla...
IJRR
2008
113views more  IJRR 2008»
13 years 4 months ago
Flying Fast and Low Among Obstacles: Methodology and Experiments
Safe autonomous flight is essential for widespread acceptance of aircraft that must fly close to the ground. We have developed a methodology of collision avoidance that can be use...
Sebastian Scherer, Sanjiv Singh, Lyle Chamberlain,...