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Raúl Arrabales, Agapito Ledezma and Araceli Sanchis Computer Science Department Carlos III University of Madrid http://Conscious-Robots.com/Raul   International Workshop on Machine Consciousness 2009 PolyU, Hong Kong, 14th June 2009 CERA-CRANIUM: A Test Bed for Machine Consciousness Research
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction (I) ,[object Object],[object Object],[object Object],[object Object]
Introduction (II) ,[object Object],[object Object],[object Object],[object Object]
Introduction (III) ,[object Object],[object Object],[object Object]
Introduction (IV) ,[object Object],[object Object],[object Object]
Introduction (V) ,[object Object],[object Object],[object Object]
Related work (I) ,[object Object],[object Object],[object Object],[object Object]
Related work (II) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Objectives ,[object Object],[object Object],[object Object]
CERA-CRANIUM (I) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CERA-CRANIUM (II) ,[object Object],[object Object]
CERA-CRANIUM (III) ,[object Object],[object Object],[object Object],[object Object],[object Object]
CERA-CRANIUM (IV) Different levels of description Agent Sensors Actuators CERA World Accessible environment Reachable environment Sensor Services Motor Services Physical Layer Mission-specific Layer Core Layer
CERA-CRANIUM (V) ,[object Object],[object Object],[object Object],Specialized Processors Working Memory Focus of Attention Contexts Interim Coalition
CERA-CRANIUM (VI) ,[object Object],[object Object],[object Object],[object Object],[object Object]
CERA-CRANIUM (VIbis) Knowledge representation Sensor Single Percepts Sensor Preprocessors Sensor Readings Timer Proprioception Sensor Service Agent CERA sensory-motor services CERA physical layer Percept Aggregators S  (World) events δS j N ( δS j ) N ( δS J ) j t Complex Percept M ( S CJ )
CERA-CRANIUM (VII) ,[object Object],[object Object],[object Object],[object Object],[object Object]
CERA-CRANIUM (VIIbis) Action generation Actuator Atomic Actions Action Preprocessors Single Actions Timer Proprioception Motor Service Agent CERA sensory-motor services CERA physical layer Action Planners S  (World) Action δB i N ( δB i ) N ( δB I ) j t Simple Behaviors Action Dispatcher M ( B CI )
CERA-CRANIUM (VIII) ,[object Object],CERA  Core  Layer CERA M-S Layer CERA Physical Layer Sensor Service Sensor Service Single Percepts … CRANIUM Workspace Complex Percepts … CRANIUM Workspace Mission Percepts Sensor Preprocessors … Specialized Processors Sensor Service CERA S-M Sensors … Percept Aggregators
CERA-CRANIUM (IX) ,[object Object],CERA  Core  Layer CERA M-S Layer CERA Physical Layer Motor Service Motor Service Single Actions … CRANIUM Workspace Simple Behaviors … CRANIUM Workspace Mission Behaviors Action Preprocessors … Specialized Processors Motor Service CERA S-M Actuators … Action Planners
CERA-CRANIUM (X) ,[object Object],[object Object],[object Object]
CERA-CRANIUM (XI) ,[object Object],[object Object],[object Object]
CERA-CRANIUM (XII) ,[object Object],[object Object],[object Object],[object Object]
CERA-CRANIUM (XIII) ,[object Object],[object Object],[object Object],[object Object]
CERA-CRANIUM (XIV) ,[object Object],[object Object],[object Object]
CERA-CRANIUM (XV) ,[object Object],[object Object],[object Object],[object Object]
CERA-CRANIUM (XVI) ,[object Object],CERA M-S Layer CERA Core Layer CERA Physical Layer CERA S-M WORLD (a) (b) (c)
CERA-CRANIUM (XVII) ,[object Object],Contact Sensor Service Drive Service Single Percepts Simple Behavior Motor Controllers Crash! Contact Sensors WORLD AGENT CERA S-M CERA Physical Layer Actions Complex Percept Reactive Processor Workspace Action Planner Percept Aggregator
CERA-CRANIUM (XVIII) ,[object Object],Agent sensory-motor machinery .Net Framework CCR CRANIUM DSS CERA Physical CERA Sensory- Motor Services .Net Framework CCR CRANIUM DSS CERA Mission-specific .Net Framework CCR DSS CERA Core MCCM Configuration DSSP DSSP
CERA-CRANIUM (XVIIIbis) ,[object Object],Single Percepts Complex Percepts … Workspace … Workspace Mission Percepts Core Layer Physical Layer Mission-Specific Layer Modulation Commands
CERA-CRANIUM (XIX) ,[object Object],[object Object],[object Object]
Experimentation settings ,[object Object],[object Object],[object Object],[object Object],[object Object]
Applications ,[object Object]
Application example (I) ,[object Object]
Application example (II) ,[object Object]
Application example (III) ,[object Object],(0,0) -52º -19º 0º 19º 52º BA b5 BR b 1 b 2 b 3 b 4 b 5
Application example (IV) ,[object Object],Impact j referent Left-j referent Right-j referent N ( δS J )
Application example (V) ,[object Object],Impact Left-j referent Right-j referent j referent M ( S CJ )
Application example (VI) ,[object Object],Physical Layer Mission Percepts, Complex percepts, Mismatch Percepts, Novelty Percepts, … M ( S CJ ) … CRANIUM Workspace … CRANIUM Workspace M-S Layer Core Layer Workspace Commands Current Model State Contextual  J -Index Calculation Cognitive Model Meta-goals Rule-based system
Conclusions (I) ,[object Object],Sonar transducer Ultrasonic beam  (three-dimensional cone) Left- j  referent Right- j  referent j  referent vector (|  j  | = range measurement)
Conclusions (II) ,[object Object],[object Object]
Thank you

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CERA-CRANIUM: A Test Bed for Machine Consciousness Research

  • 1. Raúl Arrabales, Agapito Ledezma and Araceli Sanchis Computer Science Department Carlos III University of Madrid http://Conscious-Robots.com/Raul International Workshop on Machine Consciousness 2009 PolyU, Hong Kong, 14th June 2009 CERA-CRANIUM: A Test Bed for Machine Consciousness Research
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  • 14. CERA-CRANIUM (IV) Different levels of description Agent Sensors Actuators CERA World Accessible environment Reachable environment Sensor Services Motor Services Physical Layer Mission-specific Layer Core Layer
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  • 17. CERA-CRANIUM (VIbis) Knowledge representation Sensor Single Percepts Sensor Preprocessors Sensor Readings Timer Proprioception Sensor Service Agent CERA sensory-motor services CERA physical layer Percept Aggregators S (World) events δS j N ( δS j ) N ( δS J ) j t Complex Percept M ( S CJ )
  • 18.
  • 19. CERA-CRANIUM (VIIbis) Action generation Actuator Atomic Actions Action Preprocessors Single Actions Timer Proprioception Motor Service Agent CERA sensory-motor services CERA physical layer Action Planners S (World) Action δB i N ( δB i ) N ( δB I ) j t Simple Behaviors Action Dispatcher M ( B CI )
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