seldonian.RL.Agents.Function_Approximators.Linear_FA.Linear_state_action_value_FA

class Linear_state_action_value_FA(basis, env_description)

Bases: Linear_FA

__init__(basis, env_description)

A linear state action value function approximator.

Parameters:

• basis – The basis to use for encoding features

• env_description (Env_Description) – an object for accessing attributes of the environment

__repr__()

Return repr(self).

Methods

set_new_params(new_params)

Set the new model parameter weights