1.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+453 stars
from 16,538 · score 6.12
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
27 repositories by Attention Score · Oct 6, 2026 – Nov 4, 2026 (UTC)
2.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
3.Farama-Foundation / Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
+165 stars
from 12,613 · score 5.11
4.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
+109 stars
from 13,854 · score 4.70
5.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
+52 stars
from 2,147 · score 3.97
6.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
- pytorch
- policy-gradient
- dqn
- double-dqn
- a2c
- ddpg
- +13 more
+46 stars
from 11,001 · score 3.85
7.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
+27 stars
from 3,523 · score 3.33
8.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+21 stars
from 7,909 · score 3.09
9.openai / baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
+20 stars
from 16,757 · score 3.04
10.Farama-Foundation / HighwayEnv
A collection of environments for autonomous driving and tactical decision-making tasks
- reinforcement-learning
- autonomous-driving
- gymnasium-environment
+20 stars
from 3,320 · score 3.04
11.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
+15 stars
from 917 · score 2.77
12.microsoft / CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
+12 stars
from 1,793 · score 2.56
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
+8 stars
from 1,920 · score 2.20
14.HumanCompatibleAI / imitation
Clean PyTorch implementations of imitation and reward learning algorithms
- reward-learning
- inverse-reinforcement-learning
- imitation-learning
- gymnasium
+8 stars
from 1,804 · score 2.20
15.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.
+7 stars
from 296 · score 2.08
16.devsisters / DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
+6 stars
from 2,586 · score 1.95
17.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
+6 stars
from 1,096 · score 1.95
18.takuseno / d3rlpy
An offline deep reinforcement learning library
- deep-reinforcement-learning
- deep-learning
- pytorch
- offline-rl
+5 stars
from 1,683 · score 1.79
19.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
+4 stars
from 6,986 · score 1.61
+4 stars
from 2,275 · score 1.61
+3 stars
from 3,578 · score 1.39
22.vita-epfl / CrowdNav
[ICRA] Crowd-aware Robot Navigation
- reinforcement-learning
- crowd-navigation
- collision-avoidance
+3 stars
from 737 · score 1.39
23.flow-project / flow
Computational framework for reinforcement learning in traffic control
- reinforcement-learning
- traffic-control
- benchmark
- autonomous
- vehicle-control
- sumo
+2 stars
from 1,189 · score 1.10
24.hackthemarket / gym-trading
Environment for reinforcement-learning algorithmic trading models
+2 stars
from 711 · score 1.10
25.keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
+1 stars
from 5,547 · score 0.69
26.StanfordVL / GibsonEnv
Gibson Environments: Real-World Perception for Embodied Agents
- computer-vision
- robotics
- simulator
- sim2real
- deep-learning
- deep-reinforcement-learning
- +4 more
+1 stars
from 947 · score 0.69
+1 stars
from 126 · score 0.69