deep_q_learning.py File Reference

Contains the DeepQLearner class and some functions to use this class separately or in coevolution. More...

Classes
class	rl.deep_q_learning.DeepQLearner
	The Deep Q learner class. More...

Functions
List[Arm]	rl.deep_q_learning.train_arms (List[Arm] arms)
	Run a reinforcement learning training cycle on each given arm and save its success rate. More...
def	rl.deep_q_learning.run_reinforcement_learning (network_path="")
	Run reinforcement learning: train a network with a certain config and save it in the end. More...

Detailed Description

Contains the DeepQLearner class and some functions to use this class separately or in coevolution.

Function Documentation

run_reinforcement_learning()

def rl.deep_q_learning.run_reinforcement_learning

(

network_path = ""

)

Run reinforcement learning: train a network with a certain config and save it in the end.

Parameters

network_path

The path to a network that is passed when the training has been done, and we want to test.

train_arms()

List[Arm] rl.deep_q_learning.train_arms

(

List[Arm]

arms

)

Run a reinforcement learning training cycle on each given arm and save its success rate.

Parameters

arms	The list of arms.

Returns

The arms with their reinforcement learning model and success rate added.