package tiny_libs

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From-scratch libraries for teaching: graphics, audio, compression, crypto, networking and more

Install

dune-project
 Dependency

Authors

Maintainers

Sources

0.3.6.tar.gz
md5=7c636383d146d30ac6f2fa234a6253c8
sha512=c79f3823c5f8f57e5038eb640d487c61168b84aa07c61999d6622ef9fd0c890e2b03b4c6a7cdbbe9352a49e25dda00ac7bb14693cee8e3d7beeed251351a2af0

doc/tiny_libs.ai_learning/Qlearn/index.html

Module QlearnSource

Sourcetype ('state, 'action) t
Sourceval make : ?rate:float -> ?discount:float -> ?explore:float -> ?seed:int -> unit -> ('state, 'action) t
Sourceval value : ('state, 'action) t -> 'state -> 'action -> float
Sourceval best : ('state, 'action) t -> 'state -> 'action list -> 'action option
Sourceval choose : ('state, 'action) t -> 'state -> 'action list -> 'action option
Sourceval learn : ('state, 'action) t -> state:'state -> action:'action -> reward:float -> next:'state -> next_actions:'action list -> unit
Sourcetype ('state, 'action) world = {
  1. actions : 'state -> 'action list;
  2. step : 'state -> 'action -> 'state * float;
  3. over : 'state -> bool;
}
Sourceval episode : ?limit:int -> ('state, 'action) t -> ('state, 'action) world -> 'state -> float
Sourceval greedy_run : ?limit:int -> ('state, 'action) t -> ('state, 'action) world -> 'state -> float * 'state list
Sourceval known : ('state, 'action) t -> int
Sourceval values : ('state, 'action) t -> 'state -> 'action list -> ('action * float) list