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Actor Critic

Actor Critic

Pascal Poupart via YouTube Direct link

Advantage Actor Critic (A2C)

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Advantage Actor Critic (A2C)

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Classroom Contents

Actor Critic

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  1. 1 Intro
  2. 2 Outline
  3. 3 Stochastic Gradient Policy Theorem
  4. 4 REINFORCE Algorithm with a baseline
  5. 5 Performance Comparison
  6. 6 Temporal difference update
  7. 7 Actor Critic Algorithm
  8. 8 Advantage update
  9. 9 Advantage Actor Critic (A2C)
  10. 10 Continuous Actions
  11. 11 Deterministic Policy Gradient (DPG)

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