▲ | kelseyfrog 4 days ago | |
Procedural generation's history mirrors that of symbolic AI - hand tuned, interpretable procedures that parallel the conceptual models we have of a generating process. The choices the author made reflect the way they conceptualize the generating process. This is in contrast to a data-informed approach. A data-informed approach to island generation would be a spatially auto-correlated generating model whose parameters were derived from real life data on islands. You would then be able to generate more in-distribution islands that were statistically similar to islands in the corpus. You don't often see this in the proc-gen world because part of the fun is adding epicycles and various tunable knobs. |