Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning

Author:

Zhang Zheng1,Wang Xiaohan1,Zhang Qingrui1,Hu Tianjiang1

Affiliation:

1. Sun Yat-sen University,Machine Intelligence and Collective Robotics (MICRO) Lab,Guangzhou,China,510725

Publisher

IEEE

Reference35 articles.

1. Policy invariance under reward transformations: Theory and application to reward shaping;ng;Proceedings of the Sixteenth International Conference on Machine Learning,0

2. Dueling network architectures for deep reinforcement learning;wang;International Conference on Machine Learning,2016

3. Prioritized experience replay;schaul;ArXiv Preprint,2015

4. New potential functions for mobile robot path planning

5. Adam: A method for stochastic optimization;kingma;ArXiv Preprint,2014

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