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DRL-robot-navigation

DRL-robot-navigation

by reiniscimurs · GitHub

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

# deep-learning# deep-reinforcement-learning# gazebo# obstacle-avoidance
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⭐ Stars
1.3k
🍴 Forks
194
📜 License
MIT
Commercial use OK
📅 Created
2021
🔄 Last commit
7 mo ago
🏷️ Category
deep-learning
💻 Language
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DRL-robot-navigation — GitHub preview card
📈 Star history
1 3371 336
2026-07-202026-07-21
📄 About

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

Frequently asked questions

What is DRL-robot-navigation?

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

Is DRL-robot-navigation open source?

DRL-robot-navigation is an open-source project. It is released under the MIT license.

Is DRL-robot-navigation free?

Yes. DRL-robot-navigation is free and open source — you can use, modify and self-host it.

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