#include <mlpack/core.hpp>#include <mlpack/methods/reinforcement_learning/environment/mountain_car.hpp>#include <mlpack/methods/reinforcement_learning/environment/continuous_mountain_car.hpp>#include <mlpack/methods/reinforcement_learning/environment/cart_pole.hpp>#include <mlpack/methods/reinforcement_learning/environment/double_pole_cart.hpp>#include <mlpack/methods/reinforcement_learning/environment/continuous_double_pole_cart.hpp>#include <mlpack/methods/reinforcement_learning/environment/acrobot.hpp>#include <mlpack/methods/reinforcement_learning/environment/pendulum.hpp>#include <mlpack/methods/reinforcement_learning/replay/random_replay.hpp>#include <mlpack/methods/reinforcement_learning/policy/greedy_policy.hpp>#include "catch.hpp"#include "test_catch_tools.hpp"
Include dependency graph for rl_components_test.cpp:
Functions | |
| TEST_CASE ("SimplePendulumTest", "[RLComponentsTest]") | |
| Constructs a Pendulum instance and check if the main routine works as it should be working. | |
| TEST_CASE ("SimpleContinuousMountainCarTest", "[RLComponentsTest]") | |
| Constructs a Continuous MountainCar instance and check if the main rountine works as it should be. | |
| TEST_CASE ("SimpleAcrobotTest", "[RLComponentsTest]") | |
| Constructs a Acrobot instance and check if the main rountine works as it should be. | |
| TEST_CASE ("SimpleMountainCarTest", "[RLComponentsTest]") | |
| Constructs a MountainCar instance and check if the main rountine works as it should be. | |
| TEST_CASE ("SimpleCartPoleTest", "[RLComponentsTest]") | |
| Constructs a CartPole instance and check if the main routine works as it should be. | |
| TEST_CASE ("DoublePoleCartTest", "[RLComponentsTest]") | |
| Constructs a DoublePoleCart instance and check if the main routine works as it should be. | |
| TEST_CASE ("ContinuousDoublePoleCartTest", "[RLComponentsTest]") | |
| Constructs a ContinuousDoublePoleCart instance and check if the main routine works as it should be. | |
| TEST_CASE ("RandomReplayTest", "[RLComponentsTest]") | |
| Construct a random replay instance and check if it works as it should be. More... | |
| TEST_CASE ("GreedyPolicyTest", "[RLComponentsTest]") | |
| Construct a greedy policy instance and check if it works as it should be. | |
Detailed Description
Basic test for the components of reinforcement learning algorithms.
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Function Documentation
◆ TEST_CASE()
| TEST_CASE | ( | "RandomReplayTest" | , |
| "" | [RLComponentsTest] | ||
| ) |
Construct a random replay instance and check if it works as it should be.
So far there should be only one record in the memory
Overwrite the memory with a nonsense record
Sample several times, the original record shouldn't appear
