Operator Splitting Value Iteration

Amin Rakhsha, Andrew Wang, Mohammad Ghavamzadeh +1

We introduce new planning and reinforcement learning algorithms for discounted MDPs that utilize an approximate model of the environment to accelerate the convergence of the value…