Artificial Intelligence (AI)

Artificial Intelligence (AI)

1. Intelligent Agents

   • Device
     • mimics cognitive functions
       • Human minds
     • percives
       • Enviroment
         • achieving goals
           • problem solving
           • learning
   • associate

2. AI effect

   • tech evolution
     • augmented machine capabilities
       • since 2017
         • understanding human speech
           • Natural language understanding (NLU)
             • two ways
               • Input
                 • Complex occurrence
                   • unexpected
                   • unknown
                     • features
                 • needs
                   • determine
                     • appropriate schemes
                       • semantic
                         • apply it
                       • syntactic
               • Output
                 • factors predetermined
     • exclusion of technologies for AI
       • routine technology
         • Not real thinking

3. applieds

   • NLU
   • high level strategic games competition
     • Chess
       • Deep Blue 97
         • Kasparov
     • Go
       • AlphaGo oct 2015
         • Google DeepMind
           • Alpha Zero
         • Mr Fan Hui
   • autonomous cars
   • Intelligent routing
     • content delivery networks
     • military simulations
     • interpreting complex data
       • images
       • videos

4. Academic discipline 1956

   • AI winter 1984
     • Pessimism
       • perception of AI
         • government
         • venture capitalists
     • new approaches, success and renewed funding
   • sub fields
     • goals
       • robotics
       • machine learning
     • particular tools use
       • logic
       • natural networks
     • phylosophical differences
       • Biological intelligence vs. intelligence in general
       • Neats vs. scruffies
         • Neats
           • elegant
           • clear
           • provably correct
         • Scruffies
           • intelligence too compicated
             • computationally intractable
               • not solved
                 • sorts of homogeneous system
                   • neat requirements mandate
       • Symbolic vs. sub-symbolic AI
     • Social factors
       • particular institutions
       • Particular researchers
   • fail of communication

5. Social Intelligence

   • Affective computing
     • Human Affects
       • Recognition
       • Interpret
       • Process
       • Simultates
         • Empathy
           • adapt its behavior to them
             • giving an appropriate response
     • Emotional speech
       • Algorithms
       • Databases
       • Speech descriptors
         • Frequency characteristics
         • Time-related features
         • Voice quality parameters and energy descriptors
     • Facial affect detection
       • Facial expression databases
       • Emotion classification
       • Facial Action Coding System
         • Paul Ekman and Wallace V. Friesen in 1978
     • Body Gesture
       • Gesture recognitions
     • Physiological monitoring
       • Blood volume pulse
       • Facial electromyography
       • Galvanic skin response
   • emotion AI