Abstract: Systems and methods are disclosed for optimization of radiotherapy treatments. Example operations for treatment planning include: obtaining first optimization problems for providing radiotherapy treatment to a human subject; performing dose optimization for delivery of the radiotherapy treatment to a treatment (target, low dose) area of the human subject, by performing at least a first pass and a second pass; and generating treatment plan data based on at least one of the multiple solutions provided by the second pass.