4 open source projects by AI4Finance-LLC

FinRL: Financial Reinforcement Learning Framework. Please star. 🔥

✭ 3,037

Jupyter Notebook python finance deep-reinforcement-learning openai-gym fintech stock-trading multi-agent-learning stock-markets pythorch tensorflow2 drl-trading-agents drl-algorithms finrl-library drl-framework trading-tasks

2. Dqn Ddpg stock trading

Using DQN/DDPG for stock trading. Xiong, Z., Liu, X.Y., Zhong, S., Yang, H. and Walid, A., 2018. Practical deep reinforcement learning approach for stock trading, NeurIPS 2018 AI in Finance Workshop.

✭ 132

python

3. Elegantrl

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.

✭ 575

python pytorch reinforcement-learning deep-reinforcement-learning lightweight dqn ppo ddpg stable efficient

4. Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

✭ 518

jupyter-notebook deep-reinforcement-learning openai-gym ppo ddpg

1-4 of 4 user projects