Population-coded Spiking Neural Network with Reinforcement Learning for Mapless Navigation

Author:

Xu Rui1,Wu Yifei1,Qin Xiaoling1,Zhao Peng1

Affiliation:

1. School of Automation, Nanjing University of Science and Technology,Nanjing,China

Publisher

IEEE

Reference18 articles.

1. Direct Training for Spiking Neural Networks: Faster, Larger, Better

2. Deep learning in spiking neural networks

3. Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Nav-igation with Neuromorphic Hardware;tang;2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),2020

4. Reward is enough;david;Artificial Intelligence,2021

5. Theoretical neuroscience: computational and mathematical modeling of neural systems;dayan;Journal of Cognitive Neu-roscience,2003

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