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q-fin.TR 1

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Optimal Trading in Automated Market Makers with Deep Learning

q-fin.TR · 2023-04-05 · unverdicted · novelty 6.0

Optimal execution strategy in CFMMs interacting with CEXs is obtained via deep Galerkin solution of a dynamic programming equation derived from conditional elicitability, shown numerically to avoid slippage and beat naive approaches.

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  • Optimal Trading in Automated Market Makers with Deep Learning q-fin.TR · 2023-04-05 · unverdicted · none · ref 8

    Optimal execution strategy in CFMMs interacting with CEXs is obtained via deep Galerkin solution of a dynamic programming equation derived from conditional elicitability, shown numerically to avoid slippage and beat naive approaches.