baseline.BaseBaseline Class Reference

Inheritance diagram for baseline.BaseBaseline:

Collaboration diagram for baseline.BaseBaseline:

Public Member Functions
def	__init__ (self, env, parameters)
def	evaluate_agent (self, agent)
def	train (self, steps=10000)
def	save (self, ckpt=False)

Public Attributes
	params
	pop_size
	env
	save_path
	agents_shapes
	agent_name
	logs
	agent_type
	population
	archive
	opt
	END
	elapsed_gen

Detailed Description

This is the base baseline from where to create all the other ones

Constructor & Destructor Documentation

def baseline.BaseBaseline.__init__	(		self,
			env,
			parameters
	)

Constructor
:param env: gym environment
:param parameters: parameters of the run

Member Function Documentation

def baseline.BaseBaseline.evaluate_agent	(		self,
			agent
	)

Evaluates the agent. This one needs to be reimplemented. It raises a NotImplementedError
:param agent:
:return:

def baseline.BaseBaseline.save	(		self,
			ckpt = False
	)

def baseline.BaseBaseline.train	(		self,
			steps = 10000
	)

Main function to run.
:param steps: number of steps to run the search.
:return:

Member Data Documentation

baseline.BaseBaseline.agent_name

baseline.BaseBaseline.agent_type

baseline.BaseBaseline.agents_shapes

baseline.BaseBaseline.archive

baseline.BaseBaseline.elapsed_gen

baseline.BaseBaseline.END

baseline.BaseBaseline.env

baseline.BaseBaseline.logs

baseline.BaseBaseline.opt

baseline.BaseBaseline.params

baseline.BaseBaseline.pop_size

baseline.BaseBaseline.population

baseline.BaseBaseline.save_path

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The documentation for this class was generated from the following file:

• baselines/baseline.py