ray/rllib/utils/exploration/__init__.py

39 lines
1.6 KiB
Python

from ray.rllib.utils.exploration.curiosity import Curiosity
from ray.rllib.utils.exploration.exploration import Exploration
from ray.rllib.utils.exploration.epsilon_greedy import EpsilonGreedy
from ray.rllib.utils.exploration.gaussian_noise import GaussianNoise
from ray.rllib.utils.exploration.ornstein_uhlenbeck_noise import OrnsteinUhlenbeckNoise
from ray.rllib.utils.exploration.parameter_noise import ParameterNoise
from ray.rllib.utils.exploration.per_worker_epsilon_greedy import PerWorkerEpsilonGreedy
from ray.rllib.utils.exploration.per_worker_gaussian_noise import PerWorkerGaussianNoise
from ray.rllib.utils.exploration.per_worker_ornstein_uhlenbeck_noise import (
PerWorkerOrnsteinUhlenbeckNoise,
)
from ray.rllib.utils.exploration.random import Random
from ray.rllib.utils.exploration.random_encoder import RE3
from ray.rllib.utils.exploration.slate_epsilon_greedy import SlateEpsilonGreedy
from ray.rllib.utils.exploration.slate_soft_q import SlateSoftQ
from ray.rllib.utils.exploration.soft_q import SoftQ
from ray.rllib.utils.exploration.stochastic_sampling import StochasticSampling
from ray.rllib.utils.exploration.thompson_sampling import ThompsonSampling
from ray.rllib.utils.exploration.upper_confidence_bound import UpperConfidenceBound
__all__ = [
"Curiosity",
"Exploration",
"EpsilonGreedy",
"GaussianNoise",
"OrnsteinUhlenbeckNoise",
"ParameterNoise",
"PerWorkerEpsilonGreedy",
"PerWorkerGaussianNoise",
"PerWorkerOrnsteinUhlenbeckNoise",
"Random",
"RE3",
"SlateEpsilonGreedy",
"SlateSoftQ",
"SoftQ",
"StochasticSampling",
"ThompsonSampling",
"UpperConfidenceBound",
]