Advanced Deep Learning with Keras

The Q value

An important question is that if the RL problem is to find , how does the agent learn by interacting with the environment? Equation 9.1.3 does not explicitly indicate the action to try and the succeeding state to compute the return. In RL, we find that it's easier to learn by using the Q value:

(Equation 9.2.1)

Where:

(Equation 9.2.2)

In other ...