Choose Weight Tuning Rule
- We need to update the weights in so that it
matches the examples.
- One algorithm is the Least Mean Squares rule:
- LMS Weight update rule:
- Select a training example at random
- Compute :
- For each board feature , update weight :
where, is some small constant, say 0.1, to moderate the rate of learning.
- Goto 1