1.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+2,028 stars
from 14,946 · score 7.62
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Ranked by Attention Score: stars gained over the last 180 complete days
8 repositories by Attention Score · May 8, 2026 – Nov 3, 2026 (UTC)
2.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
+251 stars
from 9,258 · score 5.53
3.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+144 stars
from 7,786 · score 4.98
4.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+96 stars
from 10,835 · score 4.57
5.microsoft / CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
+54 stars
from 1,751 · score 4.01
6.Albert-Z-Guo / Deep-Reinforcement-Stock-Trading
A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
+5 stars
from 683 · score 1.79
7.hackthemarket / gym-trading
Environment for reinforcement-learning algorithmic trading models
+4 stars
from 708 · score 1.61
8.filangelos / qtraderArchived
Reinforcement Learning for Portfolio Management
- reinforcement-learning
- recurrent-neural-networks
- q-learning
- algorithmic-trading
- python
+2 stars
from 478 · score 1.10