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Day 5

Big day!!

  • Rotation Matrices Continued
    • Z - Y - Z Euler Angles
    • Equivalent angle-axis
    • General definition of rotating about an axis
  • Notation
    • Equality vs. Equivalence
    • Free vs Line vector
    • Manipulator
  • In Practice
    • Computational considerations
  • PAPER: Continuous Control with Deep Reinforcement Learning
    • Background & Notation
    • Return Values
    • Critic function, Actor function, Replay Buffer, Stability in Training
    • Algo: Init status -> Sample action based on Actor -> Execute action, observe state and reward -> store state, action, reward, new state in buffer -> Estimate the reward using the Critic -> Update critic function from the actual reward -> Update the actor function from the critic -> stability weight update

Paper Notes

Paper notes 1 Paper notes 2

Paper Cover

Textbook Notes

Book notes 1

Book notes 2