├── .DS_Store ├── .gitattributes ├── AAPL_result ├── .DS_Store ├── AAPL Stock prices & Portfolio Value.png ├── AAPL_train Stock prices & Portfolio Value.png ├── BackTestResult_AAPL.csv ├── BackTestResult_AAPL_train.csv ├── CalculatedTrades_AAPL.csv ├── CalculatedTrades_AAPL_train.csv ├── Training Performance.png └── Training Performance_AAPL.csv ├── CELG_result ├── BackTestResult_CELG.csv ├── BackTestResult_CELG_train.csv ├── CELG Stock prices & Portfolio Value.png ├── CELG_train Stock prices & Portfolio Value.png ├── CalculatedTrades_CELG.csv ├── CalculatedTrades_CELG_train.csv ├── Training Performance.png └── Training Performance_CELG.csv ├── GOOG_result ├── .DS_Store ├── BackTestResult_GOOG.csv ├── BackTestResult_GOOG_train.csv ├── CalculatedTrades_GOOG.csv ├── CalculatedTrades_GOOG_train.csv ├── GOOG Stock prices & Portfolio Value.png ├── GOOG_train Stock prices & Portfolio Value.png ├── Training Performance.png └── Training Performance_GOOG.csv ├── IBM_result ├── .DS_Store ├── BackTestResult_IBM.csv ├── BackTestResult_IBM_train.csv ├── CalculatedTrades_IBM.csv ├── CalculatedTrades_IBM_train.csv ├── IBM Stock prices & Portfolio Value.png ├── IBM_train Stock prices & Portfolio Value.png ├── Training Performance.png └── Training Performance_IBM.csv ├── README ├── Reinforcement Learning for Optimized trade execution.pdf ├── SPY_result ├── .DS_Store ├── BackTestResult_SPY.csv ├── BackTestResult_SPY_train.csv ├── CalculatedTrades_SPY.csv ├── CalculatedTrades_SPY_train.csv ├── SPY Stock prices & Portfolio Value.png ├── SPY_train Stock prices & Portfolio Value.png ├── Training Performance.png └── Training Performance_SPY.csv ├── code ├── .DS_Store ├── driver_program.py ├── get_data.py ├── policy_learner.py ├── policy_learner.pyc ├── q_learner.py ├── q_learner.pyc ├── util.py └── util.pyc └── data ├── .DS_Store ├── AAPL.csv ├── CELG.csv ├── GOOG.csv ├── IBM.csv ├── SPY.csv └── get_data.py /.DS_Store: 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