Examples

Some examples can be found below

• Q-learning on a three columns dataset
  • Overview
  • Q-learning
  • Code
  • Results
  • References
• Q-learning algorithm on mock data set
  • Overview
  • Code
  • Results
  • References
• Semi-gradient SARSA algorithm on mock data set
  • Overview
  • Semi-gradient SARSA algorithm
  • Tile coding
  • Code
  • References
• A2C algorithm on mock data set
  • Overview
  • A2C algorithm
  • Estimate \(A(s_t, a_t)\)
  • GAE
  • A2C model
  • Code
  • Results
  • References