VISION of this project.

[henryzhongsc]

To list out the future direction(s) of this project.

• Improving CNN:

  • More layers.
  • Tuning parameters regarding strides, filter, etc.

• Different model before DQN:

  • RNN.
  • LSTM (essentially DRQN).
  • Rainbow.

• Improve Anita:

  • Make another psy metrics on personalty which actually suits the role of reward indicator.
  • Apply reward shaping.
  • Dynamic weight adjustment between traits and persona-avatar.
    • Supervised learning?
    • NN for dynamic categorization rather than hardcored weight?

• Improve OANDA communication:

  • Submit trade request.
  • Read real time data.

• Deploy:

  • Train with local Linux server.
  • Train on cloud.

[henryzhongsc]

Adjust goal from drafting a VISION.md file to add some lines in README.md as current research cannot support a standalone file.

[henryzhongsc]

Adjust goal from add some lines in README.md to mention this issue within README.md — as this issue can be fairly dynamic if someone would test out these possible solutions.