├── 978-1-4842-8834-4.jpg ├── CartpoleDDQN.py ├── CartpoleDQN.py ├── Contributing.md ├── Dry_Bean_Dataset.csv ├── LICENSE.txt ├── README.md ├── SPY.csv ├── amerBarrierKnockInCall.py ├── americanPutOption.py ├── auto-mpg.data ├── autoMPG.py ├── code2_1.py ├── code2_10.py ├── code2_11.py ├── code2_12.py ├── code2_13.py ├── code2_14.py ├── code2_15.py ├── code2_16.py ├── code2_17.py ├── code2_18.py ├── code2_19.py ├── code2_2.py ├── code2_20.py ├── code2_22.py ├── code2_24.py ├── code2_26.py ├── code2_27.py ├── code2_28.py ├── code2_29.py ├── code2_3.py ├── code2_30.py ├── code2_4.py ├── code2_5.py ├── code2_6.py ├── code2_7.py ├── code2_9.py ├── code3_1.py ├── code3_7.py ├── code3_9.py ├── code4_1.py ├── code4_3.py ├── code4_4.py ├── code4_5.py ├── cupHandle.py ├── dow.txt ├── errata.md ├── eurBarrierKnockInCall.py ├── europeanOption.py ├── fashionMnist.py ├── fashionMnistCNN.py ├── imageGenVAE.py ├── lstm.py ├── maze.py ├── mazeGenPolicyIter.py ├── portfolioOptimAC.py ├── price ├── AAPL.csv ├── AXP.csv ├── BA.csv ├── CAT.csv ├── CSCO.csv ├── CVX.csv ├── DIS.csv ├── DOW.csv ├── GS.csv ├── HD.csv ├── IBM.csv ├── INTC.csv ├── JNJ.csv ├── JPM.csv ├── KO.csv ├── MCD.csv ├── MMM.csv ├── MRK.csv ├── MSFT.csv ├── NKE.csv ├── PFE.csv ├── PG.csv ├── RTX.csv ├── SP500.csv ├── TRV.csv ├── UNH.csv ├── V.csv ├── VZ.csv ├── WBA.csv ├── WMT.csv ├── XOM.csv └── desktop.ini ├── rnnSP500Returns.py ├── src ├── __init__.py ├── desktop.ini ├── learner │ ├── ActorCriticLearner.py │ ├── DDQN.py │ ├── DQN.py │ ├── VAE.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── ActorCriticLearner.cpython-37.pyc │ │ ├── DDQN.cpython-37.pyc │ │ ├── DQN.cpython-37.pyc │ │ ├── SoftActorCritic.cpython-37.pyc │ │ ├── VAE.cpython-37.pyc │ │ ├── __init__.cpython-37.pyc │ │ └── desktop.ini │ └── desktop.ini └── lib │ ├── ActionSpace.py │ ├── ActorCriticNetwork.py │ ├── Emulator.py │ ├── Episode.py │ ├── Policy.py │ ├── QFunction.py │ ├── ReinforcementLearner.py │ ├── ReplayBuffer.py │ ├── Sample.py │ ├── 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