Contents xv 4.5.13 Psi versus CogPrime ......... 000. eee ete eee eee OA 5 A Generic Architecture of Human-Like Cognition ........................ 95 5.1 Introduction 0.0.0.0... eet tenet 95 5.2 Key Ingredients of the Integrative Human-Like Cognitive Architecture Diagram 96 5.38 An Architecture Diagram for Human-Like General Intelligence ............... 97 5.4 Interpretation and Application of the Integrative Diagram ................... 104 6 A Brief Overview of CogPrime ................. 0.00. cee eee ee LOT 6.1 Introduction .......... 0... eee eet tet e eee eee LOT 6.2 High-Level Architecture of CogPrime ......... 0.000000 cece eee eee eee eee LO7 6.3 Current and Prior Applications of OpenCog .....................2222++2+-. 108 6.3.1 Transitioning from Virtual Agents to a Physical Robot................ 110 6.4 Memory Types and Associated Cognitive Processes in CogPrime ............. 110 6.4.1 Cognitive Synergy in PLN ...... 2... ee eee eee ee LIM 6.5 Goal-Oriented Dynamics in CogPrime ............. 0.00 eee eee ee ee eee ee 118 6.6 Analysis and Synthesis Processes in CogPrime .................+-2.+.+--.-. 114 6.7 Conclusion ........0..0 000. ete eee eee eee eee 116 Section II Toward a General Theory of General Intelligence 7 <A Formal Model of Intelligent Agents .................... 0... e eee ee 129 (el, JSRPOUUCUION, ©: as sures cued EM EEE Ces@s £6 ORNS SEES PMEmE EMEws dmtMs emees aes 129 7.2. A Simple Formal Agents Model (SRAM) ............ 00000: e cence ee eee eee 130 7.2.1 Goals 0.0.0... ete tee e eee e ee ee LB1 7.2.2 Memory Stores...... 0.0... eee etter eee 132 7.2.3 The Cognitive Schematic ........... 0.0000 cece ee ee ee eee 138 7.3 Toward a Formal Characterization of Real-World General Intelligence ......... 185 7.3.1 Biased Universal Intelligence............ 0.000 e ee eee eee 136 7.3.2 Connecting Legg and Hutter’s Model of Intelligent Agents to the Real 7.3.3 Pragmatic General Intelligence ............ 000.02 eee eee ee eee 138 7.3.4 Incorporating C