MATS - Multi-Agent Trading System

wyc-dev/mats

A trading system shouldn't be dead logic; it should be a self-evolving brain. 99% of bots out there are static rules (IF golden cross THEN buy) that break the moment the market shifts. MATS's core belief: every trading decision is a learning event, evolving from every real trade outcome — winning patterns get reinforced, losing patterns become lessons, and Q-RL (Quantum Reinforcement Learning with MiniLM) actively discovers new alpha to inject into the next decision. MATS is not 'trading with AI'; it is 'AI making itself the trader.'