🪱🕳🐫 Wormhole solution for strategy swapping multimodal #116
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Multimodality as a heterogenous combination of homogenous units VS a homogenous combination of heterogeneous units may be the fundamental question to answer. I wonder what interpretation this may have in strategy space. The following first hole (Latent variables don’t always exist (quantum physics)) from Andrew's Holes in Bayesian statistics.
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Another example of flexible consistency manifested as multimodality:
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Camel's back is multimodal but there exists a higher dimension where this camel can be blown into a connected and compact object.
Resource allocation in different balance loops to close the performance gap necessarily creates multimodal posterior geometry. In specific, the two balance loops should have different effectiveness and delays like work smarter and harder loops.
To overcome death valley from temporal complexity during strategy migration, finding additional parameter that makes this transition smooth is essential. i.e. by adding a parameter, bimodality disappears, making crossing (or even periodic alternation) from one to the other strategy easier. This could be seen as unclamping the scale parameter on the effect of this specific structure from tight mean zero to larger mean (and sd).$\sigma_{loop_a} \sim 0 \rightarrow half-normal(1,.1)$
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