Artificial general intelligence : 12th International Conference, AGI 2019, Shenzhen, China, August 6-9, 2019, Proceedings / Patrick Hammer, Pulin Agrawal, Ben Goertzel, Matthew Iklé (eds.)

International conference proceedings

Includes author index

AGI brain : a learning and decision making framework for artificial general intelligence systems based on modern control theory / Mohammadreza Alidoust -- Augmented utilitarianism for AGI safety / Nadisha-Marie Aliman and Leon Kester -- Orthogonality-based disentanglement of responsibilities for ethical intelligent systems / Nadisha-Marie Aliman, Leon Kester, Peter Werkhoven, and Roman Yampolskiy -- Extending MicroPsi's model of motivation and emotion for conversational agents / Joscha Bach, Murilo Coutinho, and Liza Lichtinger -- WILLIAM : a monolithic approach to AGI / Arthur Franz, Victoria Gogulya, and Michael Löffler -- An inferential approach to mining surprising patterns in hypergraphs / Nil Geisweiller and Ben Goertzel -- Toward mapping the paths to AGI / Ross Gruetzemacher and David Paradice -- Adaptive neuro-symbolic network agent / Patrick Hammer -- An experimental study of emergence of communication of reinforcement learning agents / Qiong Huang and Doya Kenji -- Arbitrarily applicable relational responding / Robert Johansson -- Programmatic link grammar induction for unsupervised language learning / Alex Glushchenko, Andres Suarez, Anton Kolonin, Ben Goertzel, and Oleg Baskov -- Mental actions and modelling of reasoning in semiotic approach to AGI / Alexey K. Kovalev and Aleksandr I. Panov

Embodiment as a necessary a priori of general intelligence / David Kremelberg -- Computable prediction / Kenshi Miyabe -- Cognitive module networks for grounded reasoning / Alexey Potapov, Anatoly Belikov, Vitaly Bogdanov, and Alexander Scherbatiy -- Generalized diagnostics with the non-axiomatic reasoning system (NARS) / Bill Power, Xiang Li, and Pei Wang -- Cognitive model of brain-machine integration / Zhongzhi Shi and Zeqin Huang -- Exploration strategies for homeostatic agents / Patrick Andersson, Anton Strandman, and Claes Strannegård -- Lifelong learning starting from zero / Claes Strannegård, Herman Carlström, Niklas Engsner, Fredrik Mäkeläinen, Filip Slottner Seholm, and Morteza Haghir Chehreghani -- Cumulative learning / Kristinn R. Thórisson, Jordi Bieger, Xiang Li, and Pei Wang -- Learning with per-sample side information / Roman Visotsky, Yuval Atzmon, and Gal Chechik

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