Understanding and applying a robot ping-pong player's expert controller
RL Andersson - 1989 IEEE International Conference on Robotics and …, 1989 - computer.org
RL Andersson
1989 IEEE International Conference on Robotics and Automation, 1989•computer.orgA robot ping-pong system which attains good performance in a complex nonlinear
environment subject to tight temporal constraints is described. It is shown how the expert
controller combines approximate estimates and feedback to arrive at a suitable task plan,
emphasizing feasibility rather than strict optimality. The characteristics of the expert
controller that cause it to work and their relationship to other tasks are discussed. Particular
attention is given to the use of task redundancy, continual integration of new sensor data …
environment subject to tight temporal constraints is described. It is shown how the expert
controller combines approximate estimates and feedback to arrive at a suitable task plan,
emphasizing feasibility rather than strict optimality. The characteristics of the expert
controller that cause it to work and their relationship to other tasks are discussed. Particular
attention is given to the use of task redundancy, continual integration of new sensor data …
Abstract
A robot ping-pong system which attains good performance in a complex nonlinear environment subject to tight temporal constraints is described. It is shown how the expert controller combines approximate estimates and feedback to arrive at a suitable task plan, emphasizing feasibility rather than strict optimality. The characteristics of the expert controller that cause it to work and their relationship to other tasks are discussed. Particular attention is given to the use of task redundancy, continual integration of new sensor data, continual improvement of the task plan, fast approximate methods to generate values, physics-based models to ensure accuracy, global exception handling, flexible internal architecture and robustness to failure.<>
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