AI For Trading - Reinforcement Learning === ###### tags: `MOPCON 2019` `Day1-Unconf` ## Stranity 策略無限 - 格瑞絲期貨程式交易 - 解決人性貪婪與恐懼 - 穩定且持續的獲利策略 - 策略無限 - 多款策略邏輯 - 毫秒內完成運算及下單 - 全雲端個人化自動下單平台 - The Growth of AI - Big data - Computing Speed - Deep Learning - Neural Network - Standard NN - CNN - Capsule - RNN - GAN - Reinforcement Learning - Reinforcement Learning - 最像 AI 的 AI - AI = RL+DL - Interact with Environments - Deep Q-Learning Network (DQN) - Q-table ## How to use Reinforcement Learning on trading? ### AI Trading Strategy - Observation (State) - 交易資訊 - 技術指標 - 籌碼資料 - Action - 多單 - 空單 - 不動作 - Reward - 賺、賠 ---