Question textWhat is a state in reinforcement learning?Select one:a.The environment in which the learning takes placeb.The predicted outcome of an eventc.The current condition or situation of the agentd.The entity that receives rewards or punishments and learns from them

What is a policy in reinforcement learning?Select one:a.The strategy or behavior followed by the agent in order to maximize its rewardb.The environment in which the learning takes placec.The current condition or situation of the agentd.The entity that receives rewards or punishments and learns from them

What is an agent in reinforcement learning?Question 4Answera.The labeled data used to train the modelb.The predicted outcome of an eventc.The entity that receives rewards or punishments and learns from themd.The environment in which the learning takes place

What is reinforcement learning?Select one:a.A type of supervised learning where the model is trained using labeled datab.A type of deep learning where the model is trained using a large datasetc.A type of unsupervised learning where the model is trained using unlabeled datad.A type of machine learning where an agent learns through interacting with its environment and receiving rewards or punishments

What is a state in a Markov decision process (MDP)?Select one:a.A possible outcome of an actionb.A representation of the current situationc.A representation of the future situationd.A representation of the past situation

Briefly explain the concept of reinforcement learning and how it works, indicating how it differs from supervised learning.