fangxiaoshen / ROS_pytorch_RL
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, and realize simulation on gazebo. Use DQN, DDPG, PPO, SAC algorithm to realize simulation on gazebo.
☆98Updated last year
Alternatives and similar repositories for ROS_pytorch_RL:
Users that are interested in ROS_pytorch_RL are comparing it to the libraries listed below
- ☆39Updated 2 years ago
- Robot navigation using deep reinforcement learning☆58Updated 2 years ago
- Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay☆114Updated last year
- multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS☆70Updated 2 years ago
- Asynchronous Off-Policy Deep Reinforcement Learning For Wheeled Robot Path Planning☆44Updated 5 years ago
- Turtlebot Robot Navigation in Gazebo based on DRL☆20Updated 3 years ago
- Path Planning for the Robots Using Reinforcement Learning☆34Updated 2 years ago
- Reinforcement Learning (RL) based navigation implementation for mobile robot navigation. The algorithms of TD3, DDPG, SAC, DQN, Q-Learnin…☆26Updated last year
- The source code of the [RA-L] paper "Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Re…☆209Updated 3 months 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…☆27Updated 9 months ago
- A customized grid map-based navigation simulation platform following the Gym API.☆37Updated last year
- End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo☆227Updated 2 years ago
- Using RL based controller for steering function of RRT. And a network learns to perform motion planning☆32Updated 4 years ago
- ☆47Updated 2 years ago
- A ROS package of a autonomous navigation method based on SAC and Bidirectional RRT* (Repository RL-RRT-Global-Planner).☆49Updated 2 years ago
- Deep Reinforcement Learning Based Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots☆69Updated last year
- Code for G2RL to solve the multi-robot path planning problem in a fully distributed reactive manner.☆58Updated last year
- deep reinforcement learning for autonomous navigation☆34Updated last year
- [T-ITS'23] Sim-to-real goal-oriented mapless autonomous navigation (DRL navigation).☆108Updated 8 months ago
- Robot Navigation in a Crowd by Integrating Deep Reinforcement Learning and Online Planning☆65Updated 3 years ago
- APF accelerates DQN in mobile robot path planning.☆20Updated last year
- DRL_Navigation_Robot_ROS2_Foxy☆28Updated last year
- 基于ppo的路径规划☆29Updated last year
- ☆13Updated last year
- This repository contains the implementation of reinforcement learning algorithms like PPO and A2C, to solve the problem: Dynamic Obstacle…☆15Updated 3 years ago
- Multi-robot collaborative exploration and mapping through Voronoi partition and DRL in unknown environment☆49Updated 3 years ago
- SARL*: Deep RL based human-aware navigation for mobile robot in crowded indoor environments implemented in ROS.☆134Updated 2 years ago
- DRL-based collision avoidance for turtlebot3☆18Updated 2 years ago
- ☆27Updated 5 years ago
- A Reinforcement Learning (RL) agent for Coverage Path Planning.☆60Updated 3 years ago