This paper introduces AIPlanner, a financial planner based upon deep reinforcement learning. AIPlanner provides an investment and consumption strategy intended to optimize lifetime well-being. The results of AIPlanner are very close to the precise analytical solution, as well as to the precise...

Financial planning via deep reinforcement learning holds much promise. One implementation, AIPlanner, delivered near optimal financial results, but had a major shortcoming. It required training a separate neural network model for each financial scenario. This paper describes extending AIPlanner...