hanruihua / rl_rvo_nav
The source code of the [RA-L] paper "Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards"
☆193Updated 2 months ago
Alternatives and similar repositories for rl_rvo_nav:
Users that are interested in rl_rvo_nav are comparing it to the libraries listed below
- 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…☆95Updated last year
- ☆39Updated 2 years ago
- Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay☆113Updated last year
- multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS☆69Updated 2 years ago
- [T-ITS'23] Sim-to-real goal-oriented mapless autonomous navigation (DRL navigation).☆98Updated 7 months ago
- [T-RO 2023] DRL-VO: Learning to Navigate Through Crowded Dynamic Scenes Using Velocity Obstacles☆183Updated last month
- End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo☆222Updated 2 years ago
- Robot navigation using deep reinforcement learning☆56Updated 2 years ago
- Code for G2RL to solve the multi-robot path planning problem in a fully distributed reactive manner.☆53Updated last year
- Asynchronous Off-Policy Deep Reinforcement Learning For Wheeled Robot Path Planning☆42Updated 5 years ago
- A python based light weight robot simulator for the algorithm development of robotics navigation, control, and learning☆135Updated this week
- [ICRA 2023] Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph☆183Updated 2 months ago
- Path Planning for the Robots Using Reinforcement Learning☆30Updated 2 years ago
- This is a DRL(Deep Reinforcement Learning) platform built with Gazebo for the purpose of robot's adaptive path planning.☆249Updated 5 years ago
- Robot Navigation in a Crowd by Integrating Deep Reinforcement Learning and Online Planning☆62Updated 3 years ago
- A goal-driven autonomous exploration through deep reinforcement learning (ICRA 2022) system that combines reactive and planned robot navi…☆142Updated 3 years ago
- SARL*: Deep RL based human-aware navigation for mobile robot in crowded indoor environments implemented in ROS.☆130Updated 2 years ago
- ☆44Updated 2 years ago
- A customized grid map-based navigation simulation platform following the Gym API.☆35Updated last year
- 基于ppo的路径规划☆28Updated last year
- Multi-robot collaborative exploration and mapping through Voronoi partition and DRL in unknown environment☆43Updated 2 years ago
- A Reinforcement Learning (RL) agent for Coverage Path Planning.☆59Updated 3 years ago
- Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"☆376Updated 4 years ago
- Deep Reinforcement Learning Based Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots☆65Updated last year
- APF accelerates DQN in mobile robot path planning.☆19Updated last year
- obstacle detection and avoidance for UAV via gazebo☆44Updated last year
- A simulation system based on ROS and Gazebo which is specially built for multi-robot task allocation (exploration and destruction problem…☆128Updated 7 months ago
- Adaptive Informative Path Planning Using Deep Reinforcement Learning for UAV-based Active Sensing☆93Updated 2 years ago
- ☆38Updated 3 years ago
- Deep Reinforcement Learning (RL) for target tracking with Autonomous Underwater Vehicles (AUV) using SB3 and HoloOcean simulator☆32Updated last month