From 7e7fa0301926f49e6bf40d084561325052b013b9 Mon Sep 17 00:00:00 2001 From: Stanley_Chueh Date: Thu, 15 Aug 2024 21:35:04 +0800 Subject: [PATCH] 8/14 In this update, i complete RL training, and testing, but the performance is still not good enough. --- turtlebot3_rl/package.xml | 18 +++ turtlebot3_rl/resource/turtlebot3_rl | 0 turtlebot3_rl/setup.cfg | 4 + turtlebot3_rl/setup.py | 28 ++++ turtlebot3_rl/test/test_copyright.py | 23 +++ turtlebot3_rl/test/test_flake8.py | 25 ++++ turtlebot3_rl/test/test_pep257.py | 23 +++ turtlebot3_rl/turtlebot3_rl/__init__.py | 0 turtlebot3_rl/turtlebot3_rl/env.py | 133 ++++++++++++++++++ .../turtlebot3_rl/ppo_turtlebot3.zip | Bin 0 -> 703969 bytes turtlebot3_rl/turtlebot3_rl/test.py | 22 +++ turtlebot3_rl/turtlebot3_rl/train.py | 26 ++++ 12 files changed, 302 insertions(+) create mode 100644 turtlebot3_rl/package.xml create mode 100644 turtlebot3_rl/resource/turtlebot3_rl create mode 100644 turtlebot3_rl/setup.cfg create mode 100644 turtlebot3_rl/setup.py create mode 100644 turtlebot3_rl/test/test_copyright.py create mode 100644 turtlebot3_rl/test/test_flake8.py create mode 100644 turtlebot3_rl/test/test_pep257.py create mode 100644 turtlebot3_rl/turtlebot3_rl/__init__.py create mode 100644 turtlebot3_rl/turtlebot3_rl/env.py create mode 100644 turtlebot3_rl/turtlebot3_rl/ppo_turtlebot3.zip create mode 100644 turtlebot3_rl/turtlebot3_rl/test.py create mode 100644 turtlebot3_rl/turtlebot3_rl/train.py diff --git a/turtlebot3_rl/package.xml b/turtlebot3_rl/package.xml new file mode 100644 index 0000000..c2b0f4f --- /dev/null +++ b/turtlebot3_rl/package.xml @@ -0,0 +1,18 @@ + + + + turtlebot3_rl + 0.0.0 + TODO: Package description + stanley + TODO: License declaration + + ament_copyright + ament_flake8 + ament_pep257 + python3-pytest + + + ament_python + + diff --git a/turtlebot3_rl/resource/turtlebot3_rl b/turtlebot3_rl/resource/turtlebot3_rl new file mode 100644 index 0000000..e69de29 diff --git a/turtlebot3_rl/setup.cfg b/turtlebot3_rl/setup.cfg new file mode 100644 index 0000000..e3b660e --- /dev/null +++ b/turtlebot3_rl/setup.cfg @@ -0,0 +1,4 @@ +[develop] +script-dir=$base/lib/turtlebot3_rl +[install] +install-scripts=$base/lib/turtlebot3_rl diff --git a/turtlebot3_rl/setup.py b/turtlebot3_rl/setup.py new file mode 100644 index 0000000..6a92dbd --- /dev/null +++ b/turtlebot3_rl/setup.py @@ -0,0 +1,28 @@ +from setuptools import setup + +package_name = 'turtlebot3_rl' + +setup( + name=package_name, + version='0.0.0', + packages=[package_name], + data_files=[ + ('share/ament_index/resource_index/packages', + ['resource/' + package_name]), + ('share/' + package_name, ['package.xml']), + ], + install_requires=['setuptools'], + zip_safe=True, + maintainer='stanley', + maintainer_email='stanley@example.com', + description='RL package for TurtleBot3 in ROS2', + license='Apache License 2.0', + tests_require=['pytest'], + entry_points={ + 'console_scripts': [ + 'train = turtlebot3_rl.train:main', + 'test = turtlebot3_rl.test:main', + ], + }, +) + diff --git a/turtlebot3_rl/test/test_copyright.py b/turtlebot3_rl/test/test_copyright.py new file mode 100644 index 0000000..cc8ff03 --- /dev/null +++ b/turtlebot3_rl/test/test_copyright.py @@ -0,0 +1,23 @@ +# Copyright 2015 Open Source Robotics Foundation, Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from ament_copyright.main import main +import pytest + + +@pytest.mark.copyright +@pytest.mark.linter +def test_copyright(): + rc = main(argv=['.', 'test']) + assert rc == 0, 'Found errors' diff --git a/turtlebot3_rl/test/test_flake8.py b/turtlebot3_rl/test/test_flake8.py new file mode 100644 index 0000000..27ee107 --- /dev/null +++ b/turtlebot3_rl/test/test_flake8.py @@ -0,0 +1,25 @@ +# Copyright 2017 Open Source Robotics Foundation, Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from ament_flake8.main import main_with_errors +import pytest + + +@pytest.mark.flake8 +@pytest.mark.linter +def test_flake8(): + rc, errors = main_with_errors(argv=[]) + assert rc == 0, \ + 'Found %d code style errors / warnings:\n' % len(errors) + \ + '\n'.join(errors) diff --git a/turtlebot3_rl/test/test_pep257.py b/turtlebot3_rl/test/test_pep257.py new file mode 100644 index 0000000..b234a38 --- /dev/null +++ b/turtlebot3_rl/test/test_pep257.py @@ -0,0 +1,23 @@ +# Copyright 2015 Open Source Robotics Foundation, Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from ament_pep257.main import main +import pytest + + +@pytest.mark.linter +@pytest.mark.pep257 +def test_pep257(): + rc = main(argv=['.', 'test']) + assert rc == 0, 'Found code style errors / warnings' diff --git a/turtlebot3_rl/turtlebot3_rl/__init__.py b/turtlebot3_rl/turtlebot3_rl/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/turtlebot3_rl/turtlebot3_rl/env.py b/turtlebot3_rl/turtlebot3_rl/env.py new file mode 100644 index 0000000..cb53247 --- /dev/null +++ b/turtlebot3_rl/turtlebot3_rl/env.py @@ -0,0 +1,133 @@ +import gymnasium as gym +from gymnasium import spaces +import numpy as np +import rclpy +from rclpy.node import Node +from rclpy.executors import MultiThreadedExecutor +from geometry_msgs.msg import Twist +from sensor_msgs.msg import LaserScan +import threading + +class TurtleBot3Env(gym.Env): + def __init__(self): + super(TurtleBot3Env, self).__init__() + + # Initialize ROS2 node + rclpy.init(args=None) + self.node = rclpy.create_node('turtlebot3_rl_env') + + # Action space: linear and angular velocity + # Reduced linear velocity for more cautious movement + self.action_space = spaces.Box(low=np.array([-0.1, -0.05]), high=np.array([0.1, 0.05]), dtype=np.float32) + + # Observation space: laser scan data + self.observation_space = spaces.Box(low=0.0, high=3.5, shape=(360,), dtype=np.float32) + + # Publishers and subscribers + self.cmd_vel_pub = self.node.create_publisher(Twist, 'cmd_vel', 10) + self.scan_sub = self.node.create_subscription( + LaserScan, + '/scan', + self.scan_callback, + 10 # Queue size + ) + + # Initialize scan data + self.scan_data = np.zeros(360, dtype=np.float32) + + # Use the executor to manage the node spinning + self.executor = MultiThreadedExecutor() + self.executor.add_node(self.node) + + # Start a separate thread to spin the ROS2 node + self.spin_thread = threading.Thread(target=self.executor.spin) + self.spin_thread.start() + + def scan_callback(self, msg): + # Handle laser scan data + raw_scan_data = np.array(msg.ranges, dtype=np.float32) + + # Replace 0.0 values with a large number, indicating 'no detection' + raw_scan_data[raw_scan_data == 0.0] = np.inf + + # Ensure min range reflects realistic sensor limits + self.scan_data = np.clip(raw_scan_data, 0.12, 3.5) + + def reset(self, seed=None, options=None): + # Reset the environment + self.node.get_logger().info("Resetting the environment...") + + if seed is not None: + self.seed_val = seed + self._np_random, seed = gym.utils.seeding.np_random(seed) + + return self.scan_data.astype(np.float32), {} + + def step(self, action): + twist = Twist() + twist.linear.x = float(action[0]) + twist.angular.z = float(action[1]) + self.cmd_vel_pub.publish(twist) + + # Log scan data for debugging + self.node.get_logger().info(f"Current scan data: {self.scan_data[:10]}") # Log the first 10 laser scan values + + observation = self.scan_data.astype(np.float32) + reward = self.calculate_reward() + done = self.check_done() + + # Log the action and the corresponding observation + self.node.get_logger().info(f"Action: {action}, Min Distance: {np.min(self.scan_data)}, Reward: {reward}") + + return observation, reward, done, False, {} + + def calculate_reward(self): + min_distance = np.min(self.scan_data) + + # Collision penalty + if min_distance < 0.2: + return -300.0 # High penalty for collision + + # Reward for moving forward + forward_movement_reward = 1.0 # Maintain a modest reward for moving forward + + # Penalize proximity to obstacles more heavily + proximity_penalty = -50.0 * (0.5 - min_distance) if min_distance < 0.5 else 0.0 + + # Reward for maintaining a safe distance + safe_distance_reward = 15.0 if min_distance > 0.5 else 0.0 + + # Small reward for each step the robot avoids collision (time-based reward) + time_step_reward = 0.2 # Encourage staying in a safe state over time + + # Combine rewards and penalties + reward = forward_movement_reward + proximity_penalty + safe_distance_reward + time_step_reward + + return reward + + def check_done(self): + min_distance = np.min(self.scan_data) + if min_distance < 0.2: + return True + return False + + def close(self): + self.executor.shutdown() + self.spin_thread.join() + rclpy.shutdown() + +def main(): + rclpy.init(args=None) + env = TurtleBot3Env() + + # Example test loop + for _ in range(100): # Run for 100 steps as an example + action = env.action_space.sample() # Random action + observation, reward, done, _, _ = env.step(action) + if done: + env.reset() + + env.close() + +if __name__ == '__main__': + main() diff --git a/turtlebot3_rl/turtlebot3_rl/ppo_turtlebot3.zip b/turtlebot3_rl/turtlebot3_rl/ppo_turtlebot3.zip new file mode 100644 index 0000000000000000000000000000000000000000..3f217dcee7adaf64b813804bd63c1d2681b5e73c GIT binary patch literal 703969 zcmeEv1$@P$YKZ z@%_T3dSMr?oui3?nN%mulnWK|e5u4#AdQz0ACbc=dHID0C-!nlN(j*<$NR{W5_>5` z0!3DGVt9U-vRAe!!8KbX_s9{kb2Uk9g+lBR6CMy3m@X0cQ*>gPlrfbrD@-cPRLNCo 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turtlebot3_rl.env import TurtleBot3Env +import numpy as np + +def main(): + env = TurtleBot3Env() + + # Load the trained model + model = PPO.load("ppo_turtlebot3") + + obs, _ = env.reset() + for _ in range(20): # Test for a small number of steps + action, _states = model.predict(obs, deterministic=True) + obs, reward, done, truncated, info = env.step(action) + print(f"Action: {action}, Min Distance: {np.min(obs)}, Reward: {reward}, Done: {done}") + if done or truncated: + obs, _ = env.reset() + + env.close() + +if __name__ == '__main__': + main() diff --git a/turtlebot3_rl/turtlebot3_rl/train.py b/turtlebot3_rl/turtlebot3_rl/train.py new file mode 100644 index 0000000..9b98b96 --- /dev/null +++ b/turtlebot3_rl/turtlebot3_rl/train.py @@ -0,0 +1,26 @@ +import gym +from stable_baselines3 import PPO +from stable_baselines3.common.env_checker import check_env +from turtlebot3_rl.env import TurtleBot3Env +import numpy as np +np.bool = np.bool_ + + +def main(): + env = TurtleBot3Env() + check_env(env) + + # Define the RL algorithm (PPO in this case) + model = PPO("MlpPolicy", env, ent_coef=0.01, learning_rate=0.000001, n_steps=2048, batch_size=64, n_epochs=10, clip_range=0.1, verbose=1) + + # Train the model + model.learn(total_timesteps=1000000)#50000 + + # Save the model + model.save("ppo_turtlebot3") + + # Close the environment + env.close() + +if __name__ == '__main__': + main()