Improved Q-Learning Applied to Dynamic Obstacle Avoidance and Path Planning

Author:

Wang Chunlei1,Yang Xiao2ORCID,Li He3

Affiliation:

1. School of Public Administration, China University of Mining and Technology, Xuzhou, China

2. School of Computer Science and Technology, Harbin Engineering University, Harbin, China

3. Department of Languages and Communication Studies, Beijing Jiaotong University, Beijing, China

Funder

Jiangsu Social Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference37 articles.

1. A Deterministic Improved Q-Learning for Path Planning of a Mobile Robot

2. A method for mobile robot navigation on rough terrain;ye;Proc IEEE Int Conf Robot Automat (ICRA),2004

3. Extended Q-learning algorithm for path-planning of a mobile robot;das;Proc Asia–Pacific Conf Simulated Evol Learn,2010

4. Hierarchical reinforcement learning for robot navigation;bischoff;Proc Eur Symp Artif Neural Netw Comput Intell Mach Learn (ESANN),2013

5. Kinematic Constrained Bi-directional RRT with Efficient Branch Pruning for robot path planning

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