zzzzzyh111 / NonExpert-Guided-Visual-UAV-Navigation-GazeboLinks
A Gazebo-based framework that enhances perception-constrained UAV navigation capabilities guided by non-expert reinforcement learning.
☆47Updated 9 months ago
Alternatives and similar repositories for NonExpert-Guided-Visual-UAV-Navigation-Gazebo
Users that are interested in NonExpert-Guided-Visual-UAV-Navigation-Gazebo are comparing it to the libraries listed below
Sorting:
- obstacle detection and avoidance for UAV via gazebo☆63Updated last year
- Code for the paper "Collaborative Target Search with a Visual Drone Swarm: Adaptive Curriculum Embedded Multistage Reinforcement Learnin…☆50Updated last year
- DRL-based path planner for real quadrotor☆50Updated last year
- ☆54Updated 3 years ago
- ☆61Updated 2 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…☆113Updated last year
- Multi-robot collaborative exploration and mapping through Voronoi partition and DRL in unknown environment☆52Updated 3 years ago
- deep reinforcement learning for autonomous navigation☆40Updated last year
- code for `A Hybrid Human-in-the-Loop Deep Reinforcement Learning Method for UAV Motion Planning'☆11Updated last year
- Paper list for UAV navigation in unknown complex environment☆35Updated 3 years ago
- Robot navigation using deep reinforcement learning☆66Updated 3 years ago
- Deep Reinforcement Learning (RL) for target tracking with Autonomous Underwater Vehicles (AUV) using SB3 and HoloOcean simulator☆65Updated this week
- Reinforcement Learning (RL) based navigation implementation for mobile robot navigation. The algorithms of TD3, DDPG, SAC, DQN, Q-Learnin…☆28Updated last year
- [RA-Letter 2022] Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards☆243Updated 2 months ago
- ☆12Updated 4 years ago
- ☆25Updated last year
- Deep Reinforcement Learning based autonomous navigation in realistic simulation environments.☆50Updated last year
- 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…☆35Updated last year
- Official implementation of the paper "Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning"☆31Updated last year
- [T-ITS'23] Sim-to-real goal-oriented mapless autonomous navigation (DRL navigation).☆140Updated last year
- This is the official repository for the paper "Learning Multi-Pursuit Evasion for Safe Targeted Navigation of Drones".☆35Updated last year
- Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay☆120Updated last year
- code for `Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach'☆34Updated last year
- Official Implementation of "Modular Reinforcement Learning for a Quadrotor UAV With Decoupled Yaw Control"☆12Updated 3 months ago
- [IROS 2023] Spatio-Temporal Attention Network for Persistent Monitoring of Multiple Mobile Targets - Public code and model☆12Updated last year
- Reinforcement Learning for quadrotor trajectory planning and control☆58Updated 2 years ago
- Adaptive Informative Path Planning Using Deep Reinforcement Learning for UAV-based Active Sensing☆109Updated 3 years ago
- RL based robust controller for quadrotor.☆32Updated 3 years ago
- Decentralized Multi-Agent Exploration on ROS with Distributed Deep Reinforcement Learning using A3C Algorithm☆35Updated 4 years ago
- Deep Reinforcement Learning Based Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots☆76Updated last year