Index

A

actor_step() (gbrl.models.actor_critic.ActorCritic method)

ActorCritic (class in gbrl.models.actor_critic)

B

BaseGBT (class in gbrl.models.base)

BaseLearner (class in gbrl.learners.base)

C

ContinuousCritic (class in gbrl.models.critic) copy() (gbrl.learners.base.BaseLearner method) (gbrl.models.actor_critic.ActorCritic method) (gbrl.models.base.BaseGBT method) (gbrl.models.gbt.GBTModel method)

critic_step() (gbrl.models.actor_critic.ActorCritic method)

D

device (gbrl.learners.base.BaseLearner attribute) DiscreteCritic (class in gbrl.models.critic) distil() (gbrl.learners.actor_critic_learner.SeparateActorCriticLearner method) (gbrl.learners.actor_critic_learner.SharedActorCriticLearner method) (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method)

E

export() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method)

export_learner() (gbrl.models.base.BaseGBT method)

F

feature_weights (gbrl.learners.base.BaseLearner attribute) fit() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) (gbrl.models.gbt.GBTModel method)

G

GaussianActor (class in gbrl.models.actor) GBTLearner (class in gbrl.learners.gbt_learner) GBTModel (class in gbrl.models.gbt) get_bias() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) get_device() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) get_feature_weights() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) get_iteration() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method)

get_num_trees() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) get_params() (gbrl.models.actor_critic.ActorCritic method) (gbrl.models.base.BaseGBT method) get_schedule_learning_rates() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) get_total_iterations() (gbrl.learners.base.BaseLearner method) (gbrl.models.base.BaseGBT method)

I

input_dim (gbrl.learners.base.BaseLearner attribute)

iteration (gbrl.learners.base.BaseLearner attribute)

L

load() (gbrl.learners.base.BaseLearner class method) (gbrl.learners.gbt_learner.GBTLearner class method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner class method)

load_learner() (gbrl.models.actor_critic.ActorCritic class method) (gbrl.models.base.BaseGBT class method) (gbrl.models.gbt.GBTModel class method)

M

MultiGBTLearner (class in gbrl.learners.multi_gbt_learner)

O

output_dim (gbrl.learners.base.BaseLearner attribute)

P

ParametricActor (class in gbrl.models.actor) params (gbrl.learners.base.BaseLearner attribute) plot_tree() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) (gbrl.models.gbt.GBTModel method) predict() (gbrl.learners.actor_critic_learner.SeparateActorCriticLearner method) (gbrl.learners.actor_critic_learner.SharedActorCriticLearner method) (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) predict_critic() (gbrl.learners.actor_critic_learner.SeparateActorCriticLearner method) (gbrl.learners.actor_critic_learner.SharedActorCriticLearner method)

predict_policy() (gbrl.learners.actor_critic_learner.SeparateActorCriticLearner method) (gbrl.learners.actor_critic_learner.SharedActorCriticLearner method) predict_target() (gbrl.models.critic.ContinuousCritic method) (gbrl.models.critic.DiscreteCritic method) predict_values() (gbrl.models.actor_critic.ActorCritic method) print_ensemble_metadata() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) print_tree() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) (gbrl.models.gbt.GBTModel method)

R

reset() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method)

S

save() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) save_learner() (gbrl.models.actor_critic.ActorCritic method) (gbrl.models.base.BaseGBT method) SeparateActorCriticLearner (class in gbrl.learners.actor_critic_learner) set_bias() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) (gbrl.models.gbt.GBTModel method) set_bias_from_targets() (gbrl.models.gbt.GBTModel method) set_device() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) set_feature_weights() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method)

shap() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method) SharedActorCriticLearner (class in gbrl.learners.actor_critic_learner) step() (gbrl.learners.actor_critic_learner.SeparateActorCriticLearner method) (gbrl.learners.actor_critic_learner.SharedActorCriticLearner method) (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.actor.GaussianActor method) (gbrl.models.actor.ParametricActor method) (gbrl.models.actor_critic.ActorCritic method) (gbrl.models.base.BaseGBT method) (gbrl.models.critic.ContinuousCritic method) (gbrl.models.critic.DiscreteCritic method) (gbrl.models.gbt.GBTModel method) step_actor() (gbrl.learners.actor_critic_learner.SeparateActorCriticLearner method) step_critic() (gbrl.learners.actor_critic_learner.SeparateActorCriticLearner method)

T

total_iterations (gbrl.learners.base.BaseLearner attribute) tree_shap() (gbrl.learners.base.BaseLearner method) (gbrl.learners.gbt_learner.GBTLearner method) (gbrl.learners.multi_gbt_learner.MultiGBTLearner method) (gbrl.models.base.BaseGBT method)

tree_struct (gbrl.learners.base.BaseLearner attribute)

V

verbose (gbrl.learners.base.BaseLearner attribute)