No - The most effective clean you can give your mat is by hand with a soft cloth with the appropriate cleaning solution. A washing machine will damage your mat and cause rapid aging. For a daily refresh use Manduka's Mat Wash & Refresh.
For further guidance, check out our Mat Care Guide.