1.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+1,134 stars
from 15,857 · score 7.03
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
9 repositories by Attention Score · Aug 7, 2026 – Nov 4, 2026 (UTC)
2.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+69 stars
from 7,861 · score 4.25
3.huseinzol05 / Stock-Prediction-ModelsArchived
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
- lstm
- lstm-sequence
- evolution-strategies
- stock-prediction-models
- seq2seq
- trading-bot
- +9 more
+64 stars
from 9,444 · score 4.17
4.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+53 stars
from 10,878 · score 3.99
5.microsoft / CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
+33 stars
from 1,772 · score 3.53
6.sachink2010 / AutomatedStockTrading-DeepQ-Learning
Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
+8 stars
from 295 · score 2.20
7.hackthemarket / gym-trading
Environment for reinforcement-learning algorithmic trading models
+4 stars
from 709 · score 1.61
8.6-Billionaires / trading-gym
This trading-gym is the first trading for agent to train with episode of short term trading itself.
+2 stars
from 233 · score 1.10
9.filangelos / qtraderArchived
Reinforcement Learning for Portfolio Management
- reinforcement-learning
- recurrent-neural-networks
- q-learning
- algorithmic-trading
- python
+1 stars
from 479 · score 0.69