Index

_

__init__() (pycfrl.agents.agents.Agent method) (pycfrl.agents.agents.FQI method) (pycfrl.environment.environment.SimulatedEnvironment method) (pycfrl.environment.environment.SyntheticEnvironment method) (pycfrl.fqe.fqe.FQE method) (pycfrl.preprocessor.preprocessor.Preprocessor method) (pycfrl.preprocessor.preprocessor.SequentialPreprocessor method)

A

act() (pycfrl.agents.agents.Agent method) (pycfrl.agents.agents.FQI method)

Agent (class in pycfrl.agents.agents)

C

convert_trajectory_to_dataframe() (in module pycfrl.reader.reader)

E

estimate_counterfactual_trajectories_from_data() (in module pycfrl.environment.environment) evaluate() (pycfrl.fqe.fqe.FQE method) evaluate_fairness_through_model() (in module pycfrl.evaluation.evaluation)

evaluate_fairness_through_simulation() (in module pycfrl.evaluation.evaluation) evaluate_reward_through_fqe() (in module pycfrl.evaluation.evaluation) evaluate_reward_through_simulation() (in module pycfrl.evaluation.evaluation) export_trajectory_to_csv() (in module pycfrl.reader.reader)

F

f_errors_rewards_default() (in module pycfrl.environment.environment) f_errors_states_default() (in module pycfrl.environment.environment) f_rt_default() (in module pycfrl.environment.environment) f_ua_default() (in module pycfrl.environment.environment) (in module pycfrl.evaluation.evaluation) (in module pycfrl.fqe.fqe) f_ur_default() (in module pycfrl.environment.environment) (in module pycfrl.evaluation.evaluation)

f_ux_default() (in module pycfrl.environment.environment) (in module pycfrl.evaluation.evaluation) f_x0_default() (in module pycfrl.environment.environment) f_xt_default() (in module pycfrl.environment.environment) fit() (pycfrl.environment.environment.SimulatedEnvironment method) (pycfrl.fqe.fqe.FQE method) FQE (class in pycfrl.fqe.fqe) FQI (class in pycfrl.agents.agents)

M

module pycfrl.agents.agents pycfrl.environment.environment pycfrl.evaluation.evaluation pycfrl.fqe.fqe pycfrl.preprocessor.preprocessor pycfrl.reader.reader

P

preprocess_multiple_steps() (pycfrl.preprocessor.preprocessor.Preprocessor method) (pycfrl.preprocessor.preprocessor.SequentialPreprocessor method) preprocess_single_step() (pycfrl.preprocessor.preprocessor.Preprocessor method) (pycfrl.preprocessor.preprocessor.SequentialPreprocessor method) Preprocessor (class in pycfrl.preprocessor.preprocessor) pycfrl.agents.agents module pycfrl.environment.environment module

pycfrl.evaluation.evaluation module pycfrl.fqe.fqe module pycfrl.preprocessor.preprocessor module pycfrl.reader.reader module

R

read_trajectory_from_csv() (in module pycfrl.reader.reader) read_trajectory_from_dataframe() (in module pycfrl.reader.reader)

reset() (pycfrl.environment.environment.SimulatedEnvironment method) (pycfrl.environment.environment.SyntheticEnvironment method)

S

sample_counterfactual_trajectories() (in module pycfrl.environment.environment) sample_simulated_env_trajectory() (in module pycfrl.environment.environment) sample_trajectory() (in module pycfrl.environment.environment) SequentialPreprocessor (class in pycfrl.preprocessor.preprocessor)

SimulatedEnvironment (class in pycfrl.environment.environment) step() (pycfrl.environment.environment.SimulatedEnvironment method) (pycfrl.environment.environment.SyntheticEnvironment method) SyntheticEnvironment (class in pycfrl.environment.environment)

T

train() (pycfrl.agents.agents.FQI method)

train_preprocessor() (pycfrl.preprocessor.preprocessor.SequentialPreprocessor method)