One of the basic methods for solving such problems is the method of dynamic programming. The paper is devoted to a comparative study of different versions of the dynamic programming method for the ...

In this work, a novel value function-based reinforcement learning (RL) approach, descending dynamic policy programming (DDPP) is proposed to address the issues of sample-efficiency and learning ...