NEAIOct 17, 2017

Evolution in Virtual Worlds

arXiv:1710.06055v113 citations
Originality Synthesis-oriented
AI Analysis

This addresses the problem of generating rich virtual ecosystems for researchers and developers, but it is incremental as it builds on previous work without presenting new results.

The chapter explores using evolution and natural selection in virtual worlds to create complex ecosystems, mapping out a framework for designing organisms, environments, and their interactions to enable unrestricted evolution and interconnectedness.

This chapter discusses the possibility of instilling a virtual world with mechanisms for evolution and natural selection in order to generate rich ecosystems of complex organisms in a process akin to biological evolution. Some previous work in the area is described, and successes and failures are discussed. The components of a more comprehensive framework for designing such worlds are mapped out, including the design of the individual organisms, the properties and dynamics of the environmental medium in which they are evolving, and the representational relationship between organism and environment. Some of the key issues discussed include how to allow organisms to evolve new structures and functions with few restrictions, and how to create an interconnectedness between organisms in order to generate drives for continuing evolutionary activity.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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