Reinforcement Learning - Reference

• AI Links
  • Reinforcement Learning Links
    • Neural Networks Links

• Kaelbling survey
  • DP
  • non-Markov worlds

• RL course
  • Convergence of Q-learning

• Sutton and Barto book

• AI Lab at umich.edu
  • RL wiki (currently down)

• Wikipedia
  • DP
  • MDP
  • Partially observable MDP
  • RL
  • Q-learning

• Scholarpedia
  • RL
  • TD learning

Math

• MathWorld is good for quick definitions of things.
  • quadratic equations
  • e

• Quadratic Equation Solver

• Wikipedia is good for quick definitions of things.

• In defence of Wikipedia

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Greek letters

Greek alphabet (and here and search)

letter	name	HTML symbol	usage in RL
α	alpha	α	learning rate
γ	gamma	γ	discounting factor