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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.'

Current Score

18.60

Current Rank

#10

Recorded Change

+0.00

Days Recorded

39

GitHub Stars

11

GitHub Forks

2

X Likes

0

X Reposts

0

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Score History

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2026-10-21

18.60

39 daily points

19.018.818.618.418.2Aug 4Oct 2Oct 21
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Twitter Post 1

wongyikcheung@gmail.com / Aug 5, 01:20 AM

https://x.com/yc_msg/status/2074324579267584064?s=20