Artificial General Intelligence: 7th International Conference, AGI 2014, Quebec City, QC, Canada, August 1-4, 2014, Proceedings (Lecture Notes in Computer Science (8598))

This Book Constitutes The Refereed Proceedings Of The 7th International Conference On Artificial General Intelligence, Agi 2014, Held In Quebec City, Qc, Canada, In August 2014. The 22 Papers And 8 Posters Were Carefully Reviewed And Selected From 65 Submissions. Researchers Have Recognized The Necessity Of Returning To The Original Goals Of The Field By Treating Intelligence As A Whole. Increasingly, There Is A Call For A Transition Back To Confronting The More Difficult Issues Of Human-level Intelligence And More Broadly Artificial General Intelligence. Agi Research Differs From The Ordinary Ai Research By Stressing On The Versatility And Wholeness Of Intelligence, And By Carrying Out The Engineering Practice According To An Outline Of A System Comparable To The Human Mind In A Certain Sense. The Agi Conference Series Has Played, And Continues To Play, A Significant Role In This Resurgence Of Research On Artificial Intelligence In The Deeper, Original Sense Of The Term Of Artificial Intelligence. The Conferences Encourage Interdisciplinary Research Based On Different Understandings Of Intelligence, And Exploring Different Approaches. Agent Architectures -- Autonomy -- Benchmarks And Evaluation -- Cognitive Modeling -- Collaborative Intelligence -- Creativity -- Distributed Ai -- Formal Models Of General Intelligence -- Implications Of Agi For Society, Economy And Ecology -- Integration Of Different Capabilities -- Knowledge Representation For General Intelligence -- Languages, Specification Approaches And Toolkits -- Learning, And Learning Theory -- Motivation, Emotion And Affect -- Multi-agent Interaction -- Natural Language Understanding -- Neural-symbolic Processing -- Perception And Perceptual Modeling -- Philosophy Of Agi -- Reasoning, Inference And Planning -- Reinforcement Learning -- Robotic And Virtual Embodiment -- Simulation And Emergent Behavior -- Solomonoff Induction. Ben Goertzel, Laurent Orseau, Javier Snaider (eds.). International Conference Proceedings. Includes Author Index. Front Matter....Pages - Raising AI: Tutoring Matters....Pages 1-10 Autobiography Based Prediction in a Situated AGI Agent....Pages 11-20 Problems of Self-reference in Self-improving Space-Time Embedded Intelligence....Pages 21-32 A General Artificial Intelligence Approach for Skeptical Reasoning....Pages 33-42 On Effective Causal Learning....Pages 43-52 Increasing Accuracy in a Bidirectional Associative Memory through Expended Databases....Pages 53-62 Fusion Adaptive Resonance Theory Networks Used as Episodic Memory for an Autonomous Robot....Pages 63-72 Bracketing the Beetle: How Wittgenstein’s Understanding of Language Can Guide Our Practice in AGI and Cognitive Science....Pages 73-84 Bounded Seed-AGI....Pages 85-96 The Multi-slot Framework: A Formal Model for Multiple, Copiable AIs....Pages 97-108 Teleporting Universal Intelligent Agents....Pages 109-120 An Application of Stochastic Context Sensitive Grammar Induction to Transfer Learning....Pages 121-132 Making Universal Induction Efficient by Specialization....Pages 133-142 Reinforcement Learning for Adaptive Theory of Mind in the Sigma Cognitive Architecture....Pages 143-154 ARS: An AGI Agent Architecture....Pages 155-164 Quantum Mechanical Foundations of Causal Entropic Forces....Pages 165-173 A General System for Learning and Reasoning in Symbolic Domains....Pages 174-185 Intelligence as Inference or Forcing Occam on the World....Pages 186-195 Distributed Vector Representations of Words in the Sigma Cognitive Architecture....Pages 196-207 Can a Computer be Lucky? And Other Ridiculous Questions Posed by Computational Creativity....Pages 208-217 Instructions for Engineering Sustainable People....Pages 218-227 Toward a Formalization of QA Problem Classes....Pages 228-233 MInD: Don’t Use Agents as Objects....Pages 234-237 Guiding Probabilistic Logical Inference with Nonlinear Dynamical Attention Allocation....Pages 238-241 A Cognitive API and Its Application to AGI Intelligence Assessment....Pages 242-245 Self-modeling Agents Evolving in Our Finite Universe....Pages 246-249 Affective Agent Architecture: A Preliminary Research Report....Pages 250-253 Unsupervised Learning of Spatio-temporal Patterns Using Spike Timing Dependent Plasticity....Pages 254-257 System Factorial Technology Applied to Artificial Neural Network Information Processing....Pages 258-261 Compression and Decompression in Cognition....Pages 262-265 Back Matter....Pages - This book constitutes the refereed proceedings of the 5th International Conference on Artificial General Intelligence, AGI 2012, held in Oxford, UK, in December 2012. The 34 revised full papers presented together with 4 invited keynote lectures were carefully reviewed and selected from 80 submissions. The papers are written by leading scientists involved in research and development of AI systems possessing general intelligence at the human level and beyond; with a special focus on humanoid robotics and AGI, cognitive robotics, creativity and AGI, the future evolution of advanced AGIs, and the dynamics of AGI goal systems.