Deep Learning with Pytorch in a Nutshell
  • Content
  • Image recognition
  • Object detection
  • Semantic segmentation
  • GAN
  • Image style transfer
  • Face recognition
  • Interpretability
  • Word embedding
  • Pytorch
  • Optimization
  • Special layers
    • Transposed convolution
  • Neural architecture search
  • Reinforcement learning
    • Proof of Bellman equation
    • Tabular solution method
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  • Dynamic Programming
  • Monte Carlo
  • Temporal difference (TD)
  1. Reinforcement learning

Tabular solution method

Dynamic Programming

  • Need all possible transitions probability

Monte Carlo

Temporal difference (TD)

PreviousProof of Bellman equation

Last updated 6 years ago