MathDB3 problems
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Ye et al.'s log-linear learning conjecture for social convention dynamics
Ye et al.'s conjecture. Individuals revise their state according to the log-linear learning rule, with payoff functions that extend those of a coordination game to account for iner…
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The natural-gradient reformulation conjecture for effective parameter-update sequences
Consider a sequence of parameter updates and a loss function whose value shows overall improvement along the sequence, without requiring monotone decrease at every update. A sequen…
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The natural-gradient representation conjecture for effective learning rules
Let a sequence of parameter updates be given, and suppose that the updates improve a scalar measure of performance. A learning rule is in natural gradient form when its updates can…