1.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+142 stars
from 16,849 · score 4.96
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
27 repositories by Attention Score · Oct 29, 2026 – Nov 4, 2026 (UTC)
2.tuotuoLyu / FPO
Official code for "Reinforcement Fine-Tuning of Flow-Matching Policies for Vision-Language-Action Models" (ICRA 2026): Flow Policy Optimization for pi0
- aloha
- flow-matching
- icra2026
- jax
- libero
- reinforcement-learning
- +2 more
+128 stars
from 1 · score 4.86
3.CuboiLeo / SuperMimic-Reproduced
Reproduction of SuperMimic (arXiv:2610.28480): learned differentiable world model + BPTT policy for G1 humanoid motion tracking, on mjlab/MuJoCo Warp
+93 stars
from 299 · score 4.54
4.MCG-NJU / AutoTavern
TavernGym and TavernBench: a faithful, full-content Hearthstone Battlegrounds simulator with an RL interface, and a 960-task decision benchmark. Code and data for "Build, Don't Play".
- game-ai
- hearthstone
- reinforcement-learning
- rust
+91 stars
from 145 · score 4.52
5.Farama-Foundation / Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
+28 stars
from 12,750 · score 3.37
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
+21 stars
from 13,942 · score 3.09
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
+8 stars
from 2,191 · score 2.20
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
+7 stars
from 3,543 · score 2.08
9.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
- pytorch
- policy-gradient
- dqn
- double-dqn
- a2c
- ddpg
- +13 more
+5 stars
from 11,042 · score 1.79
10.openai / baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
+4 stars
from 16,773 · score 1.61
11.microsoft / CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
+4 stars
from 1,801 · score 1.61
12.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
+3 stars
from 1,925 · score 1.39
13.takuseno / d3rlpy
An offline deep reinforcement learning library
- deep-reinforcement-learning
- deep-learning
- pytorch
- offline-rl
+3 stars
from 1,685 · score 1.39
14.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+2 stars
from 7,928 · score 1.10
15.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
+2 stars
from 1,100 · score 1.10
16.RUC-NLPIR / Agent-World
The official code of Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
+2 stars
from 221 · score 1.10
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
+1 stars
from 6,989 · score 0.69
18.devsisters / DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
+1 stars
from 2,591 · score 0.69
+1 stars
from 2,278 · score 0.69
20.HumanCompatibleAI / imitation
Clean PyTorch implementations of imitation and reward learning algorithms
- reward-learning
- inverse-reinforcement-learning
- imitation-learning
- gymnasium
+1 stars
from 1,811 · score 0.69
21.Farama-Foundation / MAgent2
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
+1 stars
from 962 · score 0.69
22.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
23.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
+1 stars
from 931 · score 0.69
24.vita-epfl / CrowdNav
[ICRA] Crowd-aware Robot Navigation
- reinforcement-learning
- crowd-navigation
- collision-avoidance
+1 stars
from 739 · score 0.69
25.hackthemarket / gym-trading
Environment for reinforcement-learning algorithmic trading models
+1 stars
from 712 · score 0.69
26.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.
+1 stars
from 302 · score 0.69
27.browser-use / rl-env-use
Build RL environments for any domain from real cases that Browser Use agents mine from the web
+1 stars
from 163 · score 0.69