Comments (3)
Implementing the class without the DF parameter will allow this to be re-used in other contexts without being re-initialized.
This could be useful in designing backtesting.
Maybe you can join us for our academic research papers in 2021. FinRL is our DRL framework, we can always refer back to this repo to do the coding for our new papers, we have some research initiatives in our mind for ICAIF 2021:
Research Initiatives:
- Portfolio Allocation using DRL;
- High-frequency trading using DRL;
- Cryptocurrency trading using DRL;
- DRL v.s. Human trader;
- Live trading using DRL;
- Application of RL to Financial Arbitrage;
- Explainable DRL in Finance;
- Quantum RL in finance;
- Multi-Agent RL in Finance;
- Closing the simulation-reality gap of DRL in Finance;
- SOTA DRL for Finance (checking RLZoo);
- Benchmarking DRL performance in Finance;
- Lightweight DRL in Finance;
- Sequential RL in Finance;
- inverse reinforcement learning in Finance;
- Hamiltonian reinforcement learning in finance;
- Hamilton-Jacobi-Bellman Equations for continuous RL in finance;
- Mean Field Multi-Agent Reinforcement Learning in finance;
from finrl.
Not understand. But you can try and pull a request, we are happy to include such a feature/function.
from finrl.
Implementing the class without the DF parameter will allow this to be re-used in other contexts without being re-initialized.
This could be useful in designing backtesting.
Thank you so much!! Did you join our slack open community?
https://join.slack.com/t/ai4financeworkspace/shared_invite/zt-jyaottie-hHqU6TdvuhMHHAMXaLw_~w
from finrl.
Related Issues (20)
- Unable to add technical indicators for BSE500 (Indian) tickers HOT 5
- Normalization/Standardization input data
- State Space Composition Modification HOT 2
- TypeError: 'type' object is not subscriptable
- FinRL_PaperTrading_Demo 出現Bug
- Error HOT 1
- Improvements I want make in [finrl]->[agent]->[rllib]->[models.py] HOT 1
- TypeError Traceback (most recent call last) <ipython-input-42-492cb8c60799> in <cell line: 1>() ----> 1 model.learn(total_timesteps = 500000, 2 eval_env = env_trade, 3 eval_freq = 250, 4 log_interval = 1, 5 tb_log_name = '1_18_lastrun', TypeError: PPO.learn() got an unexpected keyword argument 'eval_env'如何解決
- TypeError: DRLAgent.DRL_prediction() missing 1 required positional argument: 'env_args' HOT 2
- see #1154 HOT 6
- need help for crypto trading HOT 1
- Seeking Solutions for Mutual Fund Portfolio Optimization with Trade Processing Delays
- I got an error with DRLEnsembleAgent.run_ensemble_strategy(). It misses timesteps_dict but it is in the code HOT 3
- Error with installing finrl library HOT 4
- Where does gymnasium is even mentionned? HOT 1
- Support the data_source="akshare"
- TypeError: DRLEnsembleAgent.run_ensemble_strategy() HOT 1
- Rolling Window HOT 1
- Reward shaping in RL algorithms using benchmark returns HOT 1
- exit code 139 (interrupted by signal 11:SIGSEGV)
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from finrl.