A Path Planning Algorithm Based on Deep Reinforcement Learning for Mobile Robots in Unknown Environment

Author:

Qin Hao1,Qiao Bing1,Wu Wenjia1,Deng Yuxuan1

Affiliation:

1. College of Astronautics, Nanjing University of Aeronautics and Astronautics,Nanjing,China

Publisher

IEEE

Reference19 articles.

1. Trust region policy optimization;schulman;Int Conference on Machine Learning,2015

2. Improved deep reinforcement learning for indoor mobile robot path planning;cheng;Computer Engineering and Applications,2021

3. Learning Mobile Manipulation through Deep Reinforcement Learning

4. Asynchronous methods for deep reinforcement learning;mnih;International Conference on Machine Learning,2016

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1. The Combined and Path Allocation Technique with the use of Space Robotics;2024 4th International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE);2024-05-14

2. Option-Based Hierarchical Reinforcement Learning for UAV Multi-Objective Path Planning;2023 China Automation Congress (CAC);2023-11-17

3. A Multi-Objective Deep Reinforcement Learning Method for Path Planning in Shovel Loading Scenario;2023 IEEE International Conference on Unmanned Systems (ICUS);2023-10-13

4. Motion Path Planning of Agent Based on Proximal Policy Optimization Algorithm;2023 5th International Conference on Industrial Artificial Intelligence (IAI);2023-08-21

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