1.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+2,035 stars
from 14,956 · score 7.62
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
35 repositories by Attention Score · May 9, 2026 – Nov 4, 2026 (UTC)
2.Farama-Foundation / Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
+1,003 stars
from 11,775 · score 6.91
3.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
+829 stars
from 13,134 · score 6.72
4.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
+724 stars
from 208 · score 6.59
5.Farama-Foundation / MAgent2
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
+633 stars
from 330 · score 6.45
6.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
- pytorch
- policy-gradient
- dqn
- double-dqn
- a2c
- ddpg
- +13 more
+467 stars
from 10,580 · score 6.15
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
+216 stars
from 1,983 · score 5.38
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
+166 stars
from 3,384 · score 5.12
9.openai / baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
+161 stars
from 16,616 · score 5.09
10.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+143 stars
from 7,787 · score 4.97
11.Farama-Foundation / HighwayEnv
A collection of environments for autonomous driving and tactical decision-making tasks
- reinforcement-learning
- autonomous-driving
- gymnasium-environment
+117 stars
from 3,223 · score 4.77
12.HumanCompatibleAI / imitation
Clean PyTorch implementations of imitation and reward learning algorithms
- reward-learning
- inverse-reinforcement-learning
- imitation-learning
- gymnasium
+79 stars
from 1,733 · score 4.38
13.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
+70 stars
from 1,858 · score 4.26
14.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
+65 stars
from 1,037 · score 4.19
15.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
+61 stars
from 871 · score 4.13
16.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
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
+51 stars
from 6,939 · score 3.95
18.takuseno / d3rlpy
An offline deep reinforcement learning library
- deep-reinforcement-learning
- deep-learning
- pytorch
- offline-rl
+41 stars
from 1,647 · score 3.74
19.rlworkgroup / garage
A toolkit for reproducible reinforcement learning research.
- rl-algorithms
- reproducibility
- pytorch
- tensorflow
+40 stars
from 2,089 · score 3.71
20.vita-epfl / CrowdNav
[ICRA] Crowd-aware Robot Navigation
- reinforcement-learning
- crowd-navigation
- collision-avoidance
+27 stars
from 713 · score 3.33
21.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:
+24 stars
from 4,243 · score 3.22
+18 stars
from 3,563 · score 2.94
23.devsisters / DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
+16 stars
from 2,576 · score 2.83
+14 stars
from 2,265 · score 2.71
25.keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
+13 stars
from 5,535 · score 2.64
26.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
+13 stars
from 1,395 · score 2.64
27.flow-project / flow
Computational framework for reinforcement learning in traffic control
- reinforcement-learning
- traffic-control
- benchmark
- autonomous
- vehicle-control
- sumo
+13 stars
from 1,178 · score 2.64
28.StanfordVL / GibsonEnv
Gibson Environments: Real-World Perception for Embodied Agents
- computer-vision
- robotics
- simulator
- sim2real
- deep-learning
- deep-reinforcement-learning
- +4 more
+10 stars
from 938 · score 2.40
+7 stars
from 630 · score 2.08
30.hackthemarket / gym-trading
Environment for reinforcement-learning algorithmic trading models
+5 stars
from 708 · score 1.79
31.cjy1992 / gym-carla
An OpenAI gym wrapper for CARLA simulator
- carla-simulator
- autonomous-driving
- deep-reinforcement-learning
- imitation-learning
- perception
+5 stars
from 611 · score 1.79
+4 stars
from 422 · score 1.61
33.lupoglaz / GodotAIGym
Communicating with godot engine through shared memory
+3 stars
from 232 · score 1.39
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
+2 stars
from 418 · score 1.10
+1 stars
from 126 · score 0.69