Training a Gaming Agent on Brainwaves

Error-related potentials (ErrPs) are a particular type of event-related potential elicited by a person attending a recognizable error. These electroencephalographic signals can be used to train a gaming agent by a reinforcement learning algorithm to learn an optimal policy. The experimental process...

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Veröffentlicht in:	IEEE transactions on games 2022-03, Vol.14 (1), p.85-92
Hauptverfasser:	Francisco, Bartolome, Juan, Moreno, Natalia, Navas, Jose, Vitali, Rodrigo, Ramele, Miguel, Santos Juan
Format:	Artikel
Sprache:	eng
Schlagworte:	Agent Algorithms artificial intelligence (AI) brain–computer interface (BCI) Electrodes electroencephalographic (EEG) Electroencephalography error-related potential (ErrP) Errors Games Machine learning Reinforcement learning reinforcement learning (RL) Servers Signal processing algorithms Visualization
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