UAV Obstacle Avoidance by Human-in-the-Loop Reinforcement in Arbitrary 3D Environment

Author:

Li Xuyang1,Fang Jianwu1,Du Kai1,Mei Kuizhi2,Xue Jianru2

Affiliation:

1. Chang'an University,Xi'an,P. R. China,710064

2. College of Artifical Intelligence, Xi'an Jiaotong University,Xi'an,P. R. China,710049

Publisher

IEEE

Reference28 articles.

1. Towards Real-Time Path Planning through Deep Reinforcement Learning for a UAV in Dynamic Environments

2. Deep Reinforcement Learning based Collision Avoidance in UAV Environment

3. Motion planning by reinforcement learning for an un-manned aerial vehicle in virtual open space with static obsta-cles;kim;International Conference on Control Automation and Systems,0

4. Path planning and obsta-cle avoidance based on reinforcement learning for UAV application;tu;International Conference on System Science and Engineering,0

5. Hybrid Path Planning of A Quadrotor UAV Based on Q-Learning Algorithm

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1. Review of vision-based reinforcement learning for drone navigation;International Journal of Intelligent Robotics and Applications;2024-06-28

2. Integrating Unmanned Aerial Vehicles in Airspace: A Systematic Review;Journal of Aviation Research;2024-02-28

3. A DQN-Based Multi-Objective Participant Selection for Efficient Federated Learning;Future Internet;2023-06-08

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