Python Environment.action_space примеры использования

Пример #1

 def feed_forward_network_agent(self, environment: Environment) -> Agent:
     return Academy.FeedForwardNetworkAgent(
         self, environment.observation_space(), environment.action_space(),
         self._get_env_save_folder(environment))

Пример #2

 def random_agent(self, environment: Environment) -> Agent:
     return Academy.RandomAgent(self, environment.action_space())

Пример #3

 def table_method_agent(self, environment: Environment) -> Agent:
     return Academy.TableMethodAgent(self, environment.observation_space(),
                                     environment.action_space(),
                                     self._get_env_save_folder(environment))

Пример #4

import gym
import gym_ple

from agents.dqn import DQNAgent
from models.cnn import DuelingCNNModel
from environment import Environment

import torch

env = Environment('FlappyBird-v0')
model = DuelingCNNModel(env.action_space())
agent = DQNAgent(environment=env, model=model)

agent.play()