A confidence metric for using neurobiological feedback in actor-critic reinforcement learning based brain-machine interfaces

Keyphrases

• Brain-machine Interface 100%
• Learning-based 100%
• Actor-critic Reinforcement Learning 100%
• Confidence Metric 100%
• Reinforcement Learning 25%
• External Inputs 16%
• Activities of Daily Living 16%
• Decoder 16%
• Synthetic Data 16%
• Nonhuman Primate 8%
• Caregivers 8%
• Living with 8%
• Setup Time 8%
• Reaching Task 8%
• Gaussian Noise 8%
• Overall System Performance 8%
• External Signal 8%
• Confidence Measure 8%
• Paralysis 8%
• Noisy Data 8%
• External Training 8%
• Training Symbol 8%
• Research Environment 8%
• Noise Distribution 8%
• Neural Spiking 8%
• Actor-critic 8%
• Spike Model 8%
• Izhikevich 8%

Computer Science

• Reinforcement Learning 100%
• brain machine interface 100%
• External Input 16%
• Synthetic Data 16%
• Systems Performance 8%
• Confidence Measure 8%
• Training Signal 8%
• Research Environment 8%
• Build Confidence 8%
• Collected Data 8%
• Potential Application 8%
• Limiting Factor 8%
• External Signal 8%
• Gaussian White Noise 8%

Chemical Engineering

• Reinforcement Learning 100%