FAA AC 120-74A, Appendix 2, 24 Sep 2003:
Recommended Practices and Techniques
. . .
3. To signal intent to other pilots, consider turning on the taxi light when the aircraft is moving or intending to move on the ground, and turning it off when stopped, yielding, or as a consideration to other pilots or ground personnel.
NOT regulatory, but recommended.