occursio scans DEX trade logs for elite traders, tracks them, clones their style with imitation learning, optimizes the agents with deep reinforcement learning, and backtests everything. Only agents that clear every stage get live signals sent to the waitlist.
Six stages. Every agent must clear all of them, and most candidates won't.
We scan public DEX trade logs to find elite traders, vetted on robustness: deflated Sharpe, consistency across periods, and filters for market makers and one-lucky-bet accounts.
Selected traders are monitored continuously. Positions, sizing, holding periods and risk behavior are rebuilt from their fills.
Imitation learning trains an AI agent to reproduce each trader's style, including their position sizing and risk discipline.
Deep reinforcement learning then tries to improve the agent's risk-adjusted performance while staying anchored to the original style, to limit overfitting.
Every agent is replayed with realistic fees, funding, slippage and delay, and judged only on time it has never seen. Survivors are paper traded.
Only agents that pass every stage are promoted, and their live signals are sent to waitlist members. If none qualify, none go live.
Most trading backtests fool their authors. These are the rules we hold ourselves to.
Join the waitlist for live agent signals, agent reports and research updates.