VISION of this project.
henryzhongsc opened this issue · 2 comments
henryzhongsc commented
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 commented
Adjust goal from drafting a VISION.md
file to add some lines in README.md
as current research cannot support a standalone file.
henryzhongsc commented
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.