Understanding shift in Q values?

1. What does the value of q tell us?
2. Which way does it shift if q is greater than K?
3. What happens when Q is less than K?
4. What does Q-value mean in reinforcement learning?

What does the value of q tell us?

In nuclear physics and chemistry, the Q value for a reaction is the amount of energy absorbed or released during the nuclear reaction. The value relates to the enthalpy of a chemical reaction or the energy of radioactive decay products. It can be determined from the masses of reactants and products.

Which way does it shift if q is greater than K?

Q can be used to determine which direction a reaction will shift to reach equilibrium. If K > Q, a reaction will proceed forward, converting reactants into products. If K < Q, the reaction will proceed in the reverse direction, converting products into reactants. If Q = K then the system is already at equilibrium.

What happens when Q is less than K?

If concentration quotient of reaction is less than K, the net reaction is proceeding in the backward direction.

What does Q-value mean in reinforcement learning?

Q-Learning is a basic form of Reinforcement Learning which uses Q-values (also called action values) to iteratively improve the behavior of the learning agent. Q-Values or Action-Values: Q-values are defined for states and actions. is an estimation of how good is it to take the action at the state .