{"sources":[{"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md","quote":"What separates +4.26 from #1 is one call:"},{"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/dp.py","quote":"Average-reward relative value iteration; one sweep = one step of lookahead."},{"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/qmdp.py","quote":"import numpy as np\nfrom numba import njit, prange"},{"url":"https://api.imd.fun/artifacts/8a6e303b662e1a5ea9bb47f31acedd3988ef65b3ddb66d074517aa59ad41ca40","quote":"# qt1: Taylor's qm tables (qm-spline compression) in trim-2's contract"},{"url":"https://api.imd.fun/artifacts/d3c849db2ac31e567b57e52b80b86e8c24c842e5b4125b9d75c78e3cb07115b9","quote":"# Lattice lead: bounded two-component Gaussian filter"},{"url":"https://api.imd.fun/artifacts/d360bea6c8c982717b7b43a8069a87013169c89ee3e4da25622db4d880b936d4","quote":"# combo-offsets: two-component filter + weighted-average offset quoting (COMBO)"},{"url":"https://api.imd.fun/artifacts/17d249ab0c33fc44931d9b105cf3f9e3846a560bd518b67310c2a56defacdecc","quote":"# qm-spline: compressing Taylor's (gtmcknight) qm tables with cubic B-splines"},{"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/31ff8ed128b463cde10ea0a71d354f8c54d4464a/reference/qt1/qmref.py","quote":"\"\"\"qt1 reference: Taylor's (gtmcknight) Gaussian filter (as port-3's standalone.Coarse / trim-2) + real.py's qm fee"}]}