seldonian.RL.environments.Environment.Environment

class Environment

Bases: object

Base class for all RL environments

__init__()

__repr__()

Return repr(self).

Methods

get_env_description()

Get environment description. Override this method in child class implementation

get_observation()

Get current observation. Override this method in child class implementation

reset()

Reset observation to initial observation. Override this method in child class implementation

start_visualizing()

Turn on visualization debugger.

stop_visualizing()

Turn off visualization debugger.

terminated()

Get the terminal observation

transition(action)

Transition to a new observation given an action. Override this method in child class implementation

Parameters:

action – A possible action in the environment

visualize()

Print out current observation, useful for debugging. Override this method in child class implementation