1.Human-Agent-Society / reef
Infrastructure for continually self‑improving agents
+444 stars
from 7,346 · score 6.10
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
11 repositories by Attention Score · Oct 5, 2026 – Nov 3, 2026 (UTC)
2.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+442 stars
from 16,532 · score 6.09
3.RUC-NLPIR / Agent-World
The official code of Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
+219 stars
from 4 · score 5.39
4.Farama-Foundation / Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
+163 stars
from 12,604 · score 5.10
5.Unity-Technologies / ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
- reinforcement-learning
- unity3d
- deep-learning
- unity
- deep-reinforcement-learning
- neural-networks
- +1 more
+114 stars
from 19,704 · score 4.74
6.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
- reinforcement-learning
- reinforcement-learning-algorithms
- machine-learning
- gym
- openai
- baselines
- +8 more
+108 stars
from 13,850 · score 4.69
7.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
- pytorch
- policy-gradient
- dqn
- double-dqn
- a2c
- ddpg
- +13 more
+47 stars
from 10,999 · score 3.87
8.openai / baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
+21 stars
from 16,755 · score 3.09
9.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+18 stars
from 10,913 · score 2.94
10.ddbourgin / numpy-ml
Machine learning, in numpy
- machine-learning
- neural-networks
- topic-modeling
- gaussian-mixture-models
- hidden-markov-models
- gradient-boosting
- +13 more
+9 stars
from 16,316 · score 2.30
11.openai / gymArchived
A toolkit for developing and comparing reinforcement learning algorithms.
+7 stars
from 37,223 · score 2.08