marooncn / navbotLinks
Using RGB Image as Visual Input for Mapless Robot Navigation
☆215Updated 6 years ago
Alternatives and similar repositories for navbot
Users that are interested in navbot are comparing it to the libraries listed below
Sorting:
- End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo☆234Updated 2 years ago
- Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"☆428Updated 4 years ago
- End to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo☆58Updated 5 years ago
- This is a DRL(Deep Reinforcement Learning) platform built with Gazebo for the purpose of robot's adaptive path planning.☆266Updated 6 years ago
- SARL*: Deep RL based human-aware navigation for mobile robot in crowded indoor environments implemented in ROS.☆142Updated 3 years ago
- ☆299Updated 2 years ago
- ROS Robotic Deep Learning☆183Updated 5 years ago
- Implementation of paper "Decentralized Non-communicating Multiagent Collision Avoidance with Deep Reinforcement Learning". NO LONGER MAIN…☆94Updated 7 years ago
- ROS package for dynamic obstacle avoidance for ground robots trained with deep RL☆662Updated 3 years ago
- Training code for GA3C-CADRL algorithm (collision avoidance with deep RL)☆129Updated 3 years ago
- ☆73Updated 4 years ago
- ☆138Updated 2 years ago
- Reinforcement Learning Demos☆81Updated 6 years ago
- ☆42Updated 3 years ago
- ☆102Updated 3 years ago
- The code for the paper "Towards Monocular Vision based Obstacle Avoidance through Deep Reinforcement Learning"☆156Updated 7 years ago
- ☆146Updated 4 years ago
- Using Openai & ROS☆34Updated 6 years ago
- ☆154Updated 2 years ago
- A customized grid map-based navigation simulation platform following the Gym API.☆42Updated 2 years ago
- Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay☆123Updated 2 years ago
- [ICRA] Crowd-aware Robot Navigation☆666Updated 3 years ago
- [IROS20] Relational graph learning for crowd navigation☆145Updated 4 years ago
- [ICRA 2021] Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning☆114Updated 8 months ago
- RL STaR is a platform for creating AI for robotic applications. Researchers can share their work in the form of new robots or new tasks. …☆32Updated 4 years ago
- multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS☆76Updated 3 years ago
- [RA-Letter 2022] Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards☆255Updated 5 months ago
- Asynchronous Off-Policy Deep Reinforcement Learning For Wheeled Robot Path Planning☆45Updated 6 years ago
- A plattform to ease DRL research☆28Updated 3 years ago
- Optimal Reciprocal Collision Avoidance, Python bindings☆218Updated last year