Geometry and Physics of Instantons

These are the lecture notes of Simons Lectures delivered by author at SUNY Stony Brook Mathematics Department in 1999. Lectures cover the material contained in the papers written by author in collaboration with A. Losev and N. Nekrasov during period of 1996 - 1999; these lectures also contain some material which has not been published previously.