
DRL-robot-navigation
by reiniscimurs (personal account)
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. (description from the project’s GitHub page)
Repository facts
- Stars
- 1,377
- Forks
- 195
- Open issues and pull requests
- 63
- Primary language
- Python
- License
- MIT License (MIT)
- Owner
- reiniscimurs · Personal account
- Created
- Oct 25, 2021
- Last push
- Dec 13, 2025
Topics
Related projects
Projects that share this one’s GitHub topics.
Rank 9,293: AndrejOrsula/drl_grasping
Deep Reinforcement Learning for Robotic Grasping from Octrees
522 starsPythonBSD-3-ClauseLast push Jan 10, 2023
Rank 2,276: XinJingHao/DRL-Pytorch
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
3,453 starsPythonNo license file detectedLast push Jun 11, 2025
Rank 6,324: StanfordVL/GibsonEnv
Gibson Environments: Real-World Perception for Embodied Agents
948 starsCMITLast push Apr 15, 2024
Rank 9,370: sichkar-valentyn/Reinforcement_Learning_in_Python
Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of…
514 starsPythonMITLast push Apr 25, 2022
Rank 9,473: JdeRobot/RoboticsAcademy
Learn Robotics with JdeRobot
503 starsPythonGPL-3.0Last push Oct 17, 2026
Rank 1,727: sweetice/Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
4,654 starsPythonMITLast push Mar 24, 2023