ResearchBenchmarksAutomated Market Making Liquidity Provision on ETH-USD (test)Automated Market Making Liquidity Provision on ETH-USD (test)Follow100Active %Merlin28.91647.370565.82584.2795Feb 23, 2026Evaluation resultsMethodMethodLinksActive %Rebalance CountAccrued Fees ($)Net ROIMerlinType=OmniscientType=Omniscient2026.02100153.1848.68LancelotType=GreedyType=Greedy2026.02100997.0956.63RAmmSteinArchitecture=DDQN-base...Architecture=DDQN-based agent2026.0288.3385.0871.59GalahadArchitecture=LSTMArchitecture=LSTM2026.0260.67362.2848.79BedivereType=PassiveType=Passive2026.0231.65134.8730.37