Additional Readings
Bias-variance tradeoff in Reinforcement Learning
If you want to dive deeper into the question of variance and bias tradeoff in Deep Reinforcement Learning, you can check out these two articles:
- Making Sense of the Bias / Variance Trade-off in (Deep) Reinforcement Learning
- Bias-variance Tradeoff in Reinforcement Learning
Advantage Functions
Actor Critic
- Foundations of Deep RL Series, L3 Policy Gradients and Advantage Estimation by Pieter Abbeel
- A2C Paper: Asynchronous Methods for Deep Reinforcement Learning