👉 Reinforcer or Reinforcement is a type of reinforcement learning (RL) algorithm that has been used in the field of machine learning to optimize the performance of deep neural networks. The goal of this algorithm is to find an optimal policy for a given task, where the agent learns to make decisions and choose actions based on the rewards it receives from its environment.