resources

Resources for Machine Learning

  1. Caltech CS156
  2. Cornell CS4780
  3. Stanford CS231n
  4. Stanford CS221
  5. Standford CS224W

Resources for Reinforcement Learning

  1. Deep Reinfocement Learning UCB CS294-112
  2. David Silver on Reinforcement Learning
  3. Deep RL bootcamp by DeepMind
  4. Reinforcement Learning UCB CS188

Resources for Robotics

  1. CS 287: Advanced Robotics, Fall 2011, Pieter Abbeel

Resources for Safe Learning and Formal Verification

  1. Gaussian Process : GaussianProcess Book
  2. SafeAI
  3. Verisig

Resources for Quadrotors

  1. px4 Autopilot
  2. Coursera: Aerial Robotics

Resource for Control Theory

  1. Nonlinear Control System Design MIT 2.152

Distributed Systems

  1. MIT 6.824 Distibuted Systems