In this paper, we define multi poly-Bernoulli polynomials using multiple polylogarithm and derive some properties parallel to those of poly-Bernoulli polynomials. Furthermore, an explicit formula for certain Hurwitz-Lerch type multi poly-Bernoulli polynomials is established using the r-Whitney numbers of the second kind.Mathematics Subject Classification (2010). 11B68, 11B73, 05A15.