Terms in Reinforcement Learning Based on Bellman Equation
February 16, 2024•79 words
Q-learning
- The method of learning based on Bellman equation
Q-function
- The function used by Q-learning to calculate q-value
Q-value
- The output of q-function
Q-table
- The q-function in the form of a table
- This table can take a huge and scary amount of RAM
Q-network (DQN)
- The q-function in the form of a neuralnet
- This function is less accurate but takes much much less RAM
- Deep Q-Network is another term for q-network.