Well Posed Learning Problem – A computer program is said to learn from experience E in context to some task T and some performance measure P, if its performance on T, as was measured by P, upgrades with experience E. Attention reader!

What do you mean by well posed learning problems?

Well-Posed Learning Problems

• Definition: A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P, if its performance at tasks in T, as measured by P, improves with experience E.

What are the examples for well posed learning?

Task T: driving on public four-lane highways using vision sensors. Performance measure P: average distance travelled before an error (as judged by human overseer) Training experience E: a sequence of images and steering commands recorded while observing a human driver.