In reinforcement learning, the surroundings is typically represented as being a Markov choice process (MDP). Numerous reinforcements learning algorithms use dynamic programming methods.[fifty three] Reinforcement learning algorithms usually do not assume expertise in a precise mathematical model of the MDP and so are employed when exact products ar