No. Under the rules of IRS Publication 970, Tax Benefits for Education, any payments received for educational purposes, be it for training courses, materials, and even housing, are tax exempt. Essentially, if it was administered by the VA for the purpose of education or anything else, it is tax free and should not be included as income on your federal tax returns.