Artificial General Intelligence: 12th International Conference, AGI 2019, Shenzhen, China, August 6–9, 2019, Proceedings (Lecture Notes in Computer Science Book 11654)

This book constitutes the refereed proceedings of the 12th International Conference on Artificial General Intelligence, AGI 2019, held in Shenzhen, China, in August 2019. The 16 full papers and 5 poster papers presented in this book were carefully reviewed and selected from 30 submissions. The papers are covering AGI architectures, discussing mathematical foundations, philosophical foundations, safety and ethics, and developing ideas from neuroscience and cognitive science. -- Provided by publisher Front Matter ....Pages i-x AGI Brain: A Learning and Decision Making Framework for Artificial General Intelligence Systems Based on Modern Control Theory (Mohammadreza Alidoust)....Pages 1-10 Augmented Utilitarianism for AGI Safety (Nadisha-Marie Aliman, Leon Kester)....Pages 11-21 Orthogonality-Based Disentanglement of Responsibilities for Ethical Intelligent Systems (Nadisha-Marie Aliman, Leon Kester, Peter Werkhoven, Roman Yampolskiy)....Pages 22-31 Extending MicroPsi’s Model of Motivation and Emotion for Conversational Agents (Joscha Bach, Murilo Coutinho, Liza Lichtinger)....Pages 32-43 WILLIAM: A Monolithic Approach to AGI (Arthur Franz, Victoria Gogulya, Michael Löffler)....Pages 44-58 An Inferential Approach to Mining Surprising Patterns in Hypergraphs (Nil Geisweiller, Ben Goertzel)....Pages 59-69 Toward Mapping the Paths to AGI (Ross Gruetzemacher, David Paradice)....Pages 70-79 Adaptive Neuro-Symbolic Network Agent (Patrick Hammer)....Pages 80-90 An Experimental Study of Emergence of Communication of Reinforcement Learning Agents (Qiong Huang, Doya Kenji)....Pages 91-100 Arbitrarily Applicable Relational Responding (Robert Johansson)....Pages 101-110 Programmatic Link Grammar Induction for Unsupervised Language Learning (Alex Glushchenko, Andres Suarez, Anton Kolonin, Ben Goertzel, Oleg Baskov)....Pages 111-120 Mental Actions and Modelling of Reasoning in Semiotic Approach to AGI (Alexey K. Kovalev, Aleksandr I. Panov)....Pages 121-131 Embodiment as a Necessary a Priori of General Intelligence (David Kremelberg)....Pages 132-136 Computable Prediction (Kenshi Miyabe)....Pages 137-147 Cognitive Module Networks for Grounded Reasoning (Alexey Potapov, Anatoly Belikov, Vitaly Bogdanov, Alexander Scherbatiy)....Pages 148-158 Generalized Diagnostics with the Non-Axiomatic Reasoning System (NARS) (Bill Power, Xiang Li, Pei Wang)....Pages 159-167 Cognitive Model of Brain-Machine Integration (Zhongzhi Shi, Zeqin Huang)....Pages 168-177 Exploration Strategies for Homeostatic Agents (Patrick Andersson, Anton Strandman, Claes Strannegård)....Pages 178-187 Lifelong Learning Starting from Zero (Claes Strannegård, Herman Carlström, Niklas Engsner, Fredrik Mäkeläinen, Filip Slottner Seholm, Morteza Haghir Chehreghani)....Pages 188-197 Cumulative Learning (Kristinn R. Thórisson, Jordi Bieger, Xiang Li, Pei Wang)....Pages 198-208 Learning with Per-Sample Side Information (Roman Visotsky, Yuval Atzmon, Gal Chechik)....Pages 209-219 Back Matter ....Pages 221-221 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.