zerosansan / td3_ddpg_sac_dqn_qlearning_sarsa_mobile_robot_navigationLinks
Reinforcement Learning (RL) based navigation implementation for mobile robot navigation. The algorithms of TD3, DDPG, SAC, DQN, Q-Learning, and SARSA were implemented.
☆33Updated 2 years ago
Alternatives and similar repositories for td3_ddpg_sac_dqn_qlearning_sarsa_mobile_robot_navigation
Users that are interested in td3_ddpg_sac_dqn_qlearning_sarsa_mobile_robot_navigation are comparing it to the libraries listed below
Sorting:
- deep reinforcement learning for autonomous navigation☆52Updated 2 years ago
- Robot navigation using deep reinforcement learning☆70Updated 3 years ago
- Deep Reinforcement Learning Based Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots☆86Updated 2 years ago
- A ROS package of a autonomous navigation method based on SAC and Bidirectional RRT* (Repository RL-RRT-Global-Planner).☆60Updated 3 years ago
- a nearest frontier based DQN alg for robot exploration☆21Updated 3 years ago
- DRL-based collision avoidance for turtlebot3☆19Updated 3 years ago
- Turtlebot Robot Navigation in Gazebo based on DRL☆22Updated 3 years ago
- Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay☆125Updated 2 years ago
- APF accelerates DQN in mobile robot path planning.☆26Updated 2 years ago
- ☆13Updated 4 years ago
- 在turtlebot3,pytorch上使用DQN,DDPG,PPO,SAC算法,在gazebo上实现仿真。Use DQN, DDPG, PPO, SAC algorithm on turtlebot3, pytorch on turtlebot3, pytorch, an…☆128Updated 2 years ago
- Rishikesh-Jadhav / Reinforcement-Learning-for-Autonomous-Navigation-using-Deep-Q-Network-and-Twin-Delayed-DDPGThis repository hosts the implementation of autonomous vehicle navigation using RL techniques, with a specific emphasis on Deep Q-Network…☆50Updated last year
- A Reinforcement Learning (RL) based navigation implementation for mobile robot navigation. Q-Learning, SARSA and Deep Q-Network algorithm…☆37Updated 3 years ago
- DRL-VO navigation policy for BARN Challenge☆31Updated 2 years ago
- Path Planning with Reinforcement Learning algorithms in an unknown environment☆18Updated last week
- M.Sc Thesis: Robotic Navigation under Partial Observability with Actor-Critic Methods DDPG, SAC, PPO. Environment, Lidar, and Kinematic M…☆20Updated 7 months ago
- Decentralized Multi-Agent Exploration on ROS with Distributed Deep Reinforcement Learning using A3C Algorithm☆39Updated 4 years ago
- Mobile Robot Planner with Low-cost Cameras Using Deep Reinforcement Learning☆31Updated 5 years ago
- RL Navigation for Mantis and Turtlebot3☆24Updated 5 years ago
- A path planning framework based on Sampling-based algorithm and Deep Reinforcement learning.☆10Updated 2 years ago
- Robot Navigation in a Crowd by Integrating Deep Reinforcement Learning and Online Planning☆71Updated 4 years ago
- reinforcement learning, navigation, unitree, velodyne, slam, collision avoidance☆29Updated 6 months ago
- Multi-robot collaborative exploration and mapping through Voronoi partition and DRL in unknown environment☆54Updated 3 years ago
- multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS☆77Updated 3 years ago
- Use DQN to boost MPC computation for dynamic obstacle avoidance.☆46Updated last year
- Official implementation of the paper "Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning"☆54Updated 4 months ago
- A customized grid map-based navigation simulation platform following the Gym API.☆43Updated 2 years ago
- [ICRA 2024] Decentralized Multi-Robot Navigation for Autonomous Surface Vehicles with Distributional Reinforcement Learning☆100Updated last year
- Using LiDAR sensory data as Input for Mapless Robot Navigation using Deep Reinforcement Learning☆49Updated this week
- ☆56Updated 3 years ago