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Aug 16, 2025 ยท 1 min read ยท 24 views ยท 1 in the last 30 days

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n-step Reinforcement Learning

Really had to deeply understand this as I started reading the Reinforcement Learning with Action Chunking paper, where they talked about bias.

https://gibberblot.github.io/rl-notes/single-agent/n-step.html

You can do n-step RL for lots of things. But in RL, we generally do 1-step RL.

Instead of $r + V

Not the same thing as td lambda!!!

TODO: look into the actual differences

Related

  • Bias - Variance Tradeoff
  • Bellman Update

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Backlinks

  • Bellman Equation
  • Entropy-Regularized Reinforcement Learning
  • Q-Learning
  • Temporal-Difference Learning (TD Learning)

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