Is GST on reverse charge basis payable on inter-State supply also?

Yes, provisions identical to section 9(3) and 9(4) of the CGST Act are available in section 5(3) and 5(4) of the IGST Act.

(ICAI FAQ PUBLICATION 06-09-2017 : Levy and collection of tax- FAQ NO. 35)