Training Reinforcement Learning Agents to Ask the Right Questions

That paradigm assumes that the target knowledge is already embedded in the dataset and doesn't require any further clarifications but that rarely resembles how humans learn. When presented with a new subject, we are constantly forced to ask questions and clarifications about it. What if we could build the same skill into artificial intelligence(AI) models. The ability of formulate questions is a fundamental element of the human cognition process. The cornerstone of human's dialogs relies on our ability to express questions in a myriad of ways in order to obtain a specific answer.