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
37 repositories by Attention Score · Aug 7, 2026 – Nov 4, 2026 (UTC)
2.Farama-Foundation / Shimmy
PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama
- deepmind-control-suite
- deepmind-lab
- gymnasium
- reinforcement-learning
- gymnasium-environment
+710 stars
from 222 · score 6.57
3.Farama-Foundation / MAgent2
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
+626 stars
from 337 · score 6.44
4.Farama-Foundation / Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
+523 stars
from 12,255 · score 6.26
5.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
+352 stars
from 13,611 · score 5.87
6.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
- pytorch
- policy-gradient
- dqn
- double-dqn
- a2c
- ddpg
- +13 more
+166 stars
from 10,881 · score 5.12
7.learnsyslab / gym-pybullet-drones
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
- pybullet
- crazyflie
- robotics
- reinforcement-learning
- quadrotor
- control
- +8 more
+107 stars
from 2,092 · score 4.68
8.Farama-Foundation / PettingZoo
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
- api
- gymnasium
- multi-agent-reinforcement-learning
- reinforcement-learning
- multiagent-reinforcement-learning
+75 stars
from 3,475 · score 4.33
9.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+69 stars
from 7,861 · score 4.25
10.openai / baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
+67 stars
from 16,710 · score 4.22
11.Farama-Foundation / HighwayEnv
A collection of environments for autonomous driving and tactical decision-making tasks
- reinforcement-learning
- autonomous-driving
- gymnasium-environment
+54 stars
from 3,286 · score 4.01
12.HumanCompatibleAI / imitation
Clean PyTorch implementations of imitation and reward learning algorithms
- reward-learning
- inverse-reinforcement-learning
- imitation-learning
- gymnasium
+43 stars
from 1,769 · score 3.78
13.learnsyslab / safe-control-gym
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
- gym
- pybullet
- reinforcement-learning
- control
- safety
- quadrotor
- +6 more
+34 stars
from 898 · score 3.56
14.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
15.Yvictor / TradingGym
Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.
- trading
- python
- reinforcement-learning
- trading-bot
- trading-platform
- trading-simulator
- +4 more
+27 stars
from 1,901 · score 3.33
16.Toni-SM / skrl
Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments
- reinforcement-learning
- python
- deep-learning
- gym
- gymnasium
- machine-learning
- +8 more
+23 stars
from 1,079 · score 3.18
17.SerpentAI / SerpentAIArchived
Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
- python
- video-games
- artificial-intelligence
- machine-learning
- computer-vision
- framework
- +1 more
+18 stars
from 6,972 · score 2.94
18.takuseno / d3rlpy
An offline deep reinforcement learning library
- deep-reinforcement-learning
- deep-learning
- pytorch
- offline-rl
+16 stars
from 1,672 · score 2.83
19.rlworkgroup / garage
A toolkit for reproducible reinforcement learning research.
- rl-algorithms
- reproducibility
- pytorch
- tensorflow
+15 stars
from 2,114 · score 2.77
20.vita-epfl / CrowdNav
[ICRA] Crowd-aware Robot Navigation
- reinforcement-learning
- crowd-navigation
- collision-avoidance
+14 stars
from 726 · score 2.71
21.devsisters / DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
+10 stars
from 2,582 · score 2.40
22.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 stars
from 3,574 · score 2.08
24.keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
+6 stars
from 5,542 · score 1.95
25.flow-project / flow
Computational framework for reinforcement learning in traffic control
- reinforcement-learning
- traffic-control
- benchmark
- autonomous
- vehicle-control
- sumo
+6 stars
from 1,185 · score 1.95
26.StanfordVL / GibsonEnv
Gibson Environments: Real-World Perception for Embodied Agents
- computer-vision
- robotics
- simulator
- sim2real
- deep-learning
- deep-reinforcement-learning
- +4 more
+6 stars
from 942 · score 1.95
+5 stars
from 2,274 · score 1.79
28.microsoft / malmoArchived
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:
+4 stars
from 4,263 · score 1.61
29.hackthemarket / gym-trading
Environment for reinforcement-learning algorithmic trading models
+4 stars
from 709 · score 1.61
30.Ceruleanacg / Personae
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
- reinforcement-learning
- supervised-learning
- stock-data
- trading
- paper
- stock
- +2 more
+3 stars
from 1,405 · score 1.39
+2 stars
from 635 · score 1.10
32.cjy1992 / gym-carla
An OpenAI gym wrapper for CARLA simulator
- carla-simulator
- autonomous-driving
- deep-reinforcement-learning
- imitation-learning
- perception
+2 stars
from 614 · score 1.10
+1 stars
from 425 · score 0.69
34.iffiX / machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
- reinforcement-learning
- deep-learning
- pytorch
- pytorch-reinforcement-learning
- dqn
- ddpg
- +8 more
+1 stars
from 419 · score 0.69
35.lupoglaz / GodotAIGym
Communicating with godot engine through shared memory
+1 stars
from 234 · score 0.69
36.jczic / MicroMLP
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
- micropython
- neural-network
- multilayer-perceptron
- mlp
- ai
- deep-learning
- +13 more
+1 stars
from 195 · score 0.69
+1 stars
from 126 · score 0.69