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Task-Level Robot Learning: Ball Throwing
(1987-12-01)
We are investigating how to program robots so that they learn tasks from practice. One method, task-level learning, provides advantages over simply perfecting models of the robot's lower level systems. Task-level ...
Error Detection and Recovery for Robot Motion Planning with Uncertainty
(1987-07-01)
Robots must plan and execute tasks in the presence of uncertainty. Uncertainty arises from sensing errors, control errors, and uncertainty in the geometry of the environment. The last, which is called model error, has ...
Roles of Knowledge in Motor Learning
(1987-02-01)
The goal of this thesis is to apply the computational approach to motor learning, i.e., describe the constraints that enable performance improvement with experience and also the constraints that must be satisfied by ...