E4-Unit_2-Introduction_to_Q_Learning-O14-Additional_Readings

中英文对照学习，效果更佳！
原课程链接：https://huggingface.co/deep-rl-course/unit4/additional-readings?fw=pt

Additional Readings

附加读数

These are optional readings if you want to go deeper.

如果你想更深入，这些都是可选的读物。

Monte Carlo and TD Learning

蒙特卡罗与TD学习

To dive deeper on Monte Carlo and Temporal Difference Learning:

为了更深入地研究蒙特卡罗和时差学习：

• Why do temporal difference (TD) methods have lower variance than Monte Carlo methods?
• When are Monte Carlo methods preferred over temporal difference ones?

Q-Learning

为什么时差(TD)方法的方差比蒙特卡罗方法低？什么时候蒙特卡罗方法比时差方法更受欢迎？Q-学习

• Reinforcement Learning: An Introduction, Richard Sutton and Andrew G. Barto Chapter 5, 6 and 7
• Foundations of Deep RL Series, L2 Deep Q-Learning by Pieter Abbeel