case class Item[T](q: Double, t: T) extends Product with Serializable
Represents an action value AND some sort of accumulated value. The action value is something we get by aggregating a reward in some way.
You might just sum, which would be goofy; you might do some averaged value, or exponentially decaying average.
The t is the reward aggregator. The q is the item that's getting updated in this funky way.
So how would you write a semigroup for this? You'd have to semigroup combine the T... what is the monoid on the q?
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ScalaRL
This is the API documentation for the ScalaRL functional reinforcement learning library.
Further documentation for ScalaRL can be found at the documentation site.
Check out the ScalaRL package list for all the goods.