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Additional Readings

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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

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Advantage Functions

- Advantage Functions, SpinningUp RL

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Actor Critic

- Foundations of Deep RL Series, L3 Policy Gradients and Advantage Estimation by Pieter Abbeel
- A2C Paper: Asynchronous Methods for Deep Reinforcement Learning