Skip to content

Reinforcement Learning (RL) Commodity Trading Advisor (CTA) Strategy based on TQSDK

License

Notifications You must be signed in to change notification settings

dyllanwli/cta-rl-tqsdk

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

CTA-RL-TQSDK

Reinforcement Learning (RL) Commodity Trading Advisor (CTA) Strategy based on TQSDK

Feature

  • Tick/Bar Level reinforcement learning environment
  • Target position action schema
  • Subscribing and presisting data from tqsdk to MongoDB sharding
  • Ray RLlib supported distributed training
  • Plugable factors and alphas as state
  • Temporal Fusion Transformer as predictor model

About

Reinforcement Learning (RL) Commodity Trading Advisor (CTA) Strategy based on TQSDK

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published