On the Job Training

Details On the Job Training On the Job Training

2005-06-22

arxiv.org/abs/cs/0506085v1

Computer Science

Learning

8 pages, submitted to NIPS 2005

Scientific paper

We propose a new framework for building and evaluating machine learning algorithms. We argue that many real-world problems require an agent which must quickly learn to respond to demands, yet can continue to perform and respond to new training throughout its useful life. We give a framework for how such agents can be built, describe several metrics for evaluating them, and show that subtle changes in system construction can significantly affect agent performance.

Affiliated with

Also associated with

No associations

Rating

On the Job Training does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with On the Job Training, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and On the Job Training will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-624237