{"sources": [{"url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/main/research/filter-brief.md", "quote": "2. POLICY. A table or small net over (filter mean, filter sd, own displacement, arb flag), fitted by CMA-ES in the replica, warm-started from the oracle table, decided on the real engine."}, {"url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/main/research/oracle_table.json", "quote": "\"arb_flag\": 0.1463,"}, {"url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/main/research/replica.py", "quote": "compare policies paired on the same seeds."}, {"url": "https://api.imd.fun/artifacts/827590bb235808bd3789c89ad42e5038d2733d133c744455327a3e4275089b26", "quote": "\"gap_oracle_minus_filter\":{\"n\":256,\"mean\":6.273"}]}