RL agent 🎯

[pahautelman]

Make RL agent that takes buy/sell actions. Input data:

• indicators
• raw coin data

TODO see https://www.youtube.com/watch?v=d3a_Fs753-A

Baseline model:

• RL agent with raw coin data only

TODO:

1. Let agent take BUY/SELL actions, and invest using margin
2. Let agent take BUY/SELL actions, and implement an algorithm that decides the TP, SL, and size of investment based on certain indicators (ie: volatility, ATR)
3. Let agent decide the investment strategy
4. GA to decide the size of the investment.. Markov chains to predict future prices?

Bonus question:

• train a super deep RL agent on just the coin data and the sell/buy action of another RL agent that was trained with the indicators. Perhaps agent figures out the 'make moneyzz' policy and do it better