Robotic Navigation with Human Brain Signals and Deep Reinforcement Learning

2021 4th International Conference on Robotics, Control and Automation Engineering (RCAE)(2021)

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摘要
Navigation under a grid world has been a classical and historical theme in reinforcement learning, which is viewed as a Markov decision process (MDP) in general. The literature to date has proven that the navigation task can be addressed that an agent achieves the target with a high success rate and avoids collision with obstacles. But essentially, they met with success in a specific environment w...
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关键词
Deep learning,Q-learning,Navigation,Process control,Markov processes,Feature extraction,Electroencephalography
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