The Holy Grail of RL

• ?: S ? A ? ? “Policy”
• ?(?) = max( E[ ?t ?t ?(?,?,t) ] ) ???S and ???A?.

• In other words, learn the value function

  • Q: S ? A? ? Reals
  • Such that:
    • ?(?) = argmaxa Q(?,?)

Previous slide

Next slide

Back to first slide

View graphic version