Titlebook: Artificial General Intelligence; 16th International C Patrick Hammer,Marjan Alirezaie,Claes Stranneg?rd Conference proceedings 2023 The Edi

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,Comparing NARS and?Reinforcement Learning: An Analysis of?ONA and?,-Learning Algorithms,d .-Learning in various environments that were created using the Open AI gym. The environments have different difficulty levels, ranging from simple to complex. Our results demonstrate that NARS is a promising alternative to RL, with competitive performance in diverse environments, particularly in non-deterministic ones.

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Indications of Suitable Algorithms for an AGI,rom the analyzed examples is that there are indications that the described features of human cognition are well suited to be used as a starting point when designing requirements for an explainable AGI-system.

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0302-9743 The papers cover topics from foundations of AGI, to AGI approaches and AGI ethics, to the?roles of systems biology, goal generation, and learning systems, and so much more.978-3-031-33468-9978-3-031-33469-6Series ISSN 0302-9743 Series E-ISSN 1611-3349

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Experimental Method and Kinetic Modeling,we introduce equivalent beliefs and goals to a non-axiomatic reasoning system and examine the sub-goals that are formed. We provide a simple scenario that shows how an AGI system might reason from contrasting, normative ethical theories and how they might combine to provide an ethical framework for AGI to engage in more complex human affairs.

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Experimental Deformation Of Plagioclaseshis study aimed to explore stimulus equivalence with the Non-Axiomatic Reasoning System (NARS). More specifically, we propose two new capabilities for OpenNARS for Applications (ONA) - . and .. We provide an explanation how this would lead to ONA being able to learn symmetrical and transitive performances leading to full stimulus equivalence.

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,: The Ethical Beginnings of?a?Non-Axiomatic Reasoning System,we introduce equivalent beliefs and goals to a non-axiomatic reasoning system and examine the sub-goals that are formed. We provide a simple scenario that shows how an AGI system might reason from contrasting, normative ethical theories and how they might combine to provide an ethical framework for AGI to engage in more complex human affairs.