1.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+139 stars
from 16,835 · score 4.94
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
38 repositories by Attention Score · Oct 28, 2026 – Nov 3, 2026 (UTC)
2.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
+132 stars
from 100 · score 4.89
3.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
+129 stars
from 0 · score 4.87
4.CuboiLeo / SuperMimic-Reproduced
Reproduction of SuperMimic (arXiv:2610.28480): learned differentiable world model + BPTT policy for G1 humanoid motion tracking, on mjlab/MuJoCo Warp
+106 stars
from 277 · score 4.67
5.Motphys / Uni-SuperMimic
SuperMimic-UniLab: An Independent reproduction of SuperMimic on UniLab for whole-body humanoid motion tracking.
- amd
- motrixsim
- mujoco
- rocm
- unilab
- mjwarp
- +4 more
+67 stars
from 169 · score 4.22
6.liuyisen-bin / transformer-sru-lys
Transformer-SRU LiDAR navigation for Unitree G1: Isaac Lab training, MuJoCo validation, and ROS 2 deployment.
+53 stars
from 55 · score 3.99
+37 stars
from 141 · score 3.64
8.Human-Agent-Society / reef
Infrastructure for continually self‑improving agents
+34 stars
from 7,756 · score 3.56
9.Farama-Foundation / Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
+29 stars
from 12,738 · score 3.40
10.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
- wandb
- reinforcement-learning
- pytorch
- python
- gym
- machine-learning
- +10 more
+22 stars
from 10,611 · score 3.14
11.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
+19 stars
from 13,939 · score 3.00
12.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
+15 stars
from 19,803 · score 2.77
13.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
+9 stars
from 3,541 · score 2.30
14.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
+9 stars
from 2,189 · score 2.30
15.Farama-Foundation / ViZDoom
Reinforcement Learning environments based on the 1993 game Doom :godmode:
- deep-learning
- reinforcement-learning
- python
- vizdoom
- doom
- examples
- +2 more
+7 stars
from 2,102 · score 2.08
16.evilsocket / pwnagotchi
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
- ai
- deep-reinforcement-learning
- wpa-psk
- handshakes
- bettercap
- deep-learning
- +1 more
+6 stars
from 9,242 · score 1.95
17.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
- pytorch
- policy-gradient
- dqn
- double-dqn
- a2c
- ddpg
- +13 more
+4 stars
from 11,042 · score 1.61
18.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+4 stars
from 7,926 · score 1.61
19.tensortrade-org / tensortrade
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
+4 stars
from 7,252 · score 1.61
20.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
21.browser-use / rl-env-use
Build RL environments for any domain from real cases that Browser Use agents mine from the web
+4 stars
from 161 · score 1.61
22.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
23.takuseno / d3rlpy
An offline deep reinforcement learning library
- deep-reinforcement-learning
- deep-learning
- pytorch
- offline-rl
+3 stars
from 1,685 · score 1.39
24.openai / baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
+2 stars
from 16,774 · score 1.10
25.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+2 stars
from 10,929 · score 1.10
26.facebookresearch / ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
+2 stars
from 3,724 · score 1.10
27.Farama-Foundation / HighwayEnv
A collection of environments for autonomous driving and tactical decision-making tasks
- reinforcement-learning
- autonomous-driving
- gymnasium-environment
+2 stars
from 3,339 · score 1.10
28.HumanCompatibleAI / imitation
Clean PyTorch implementations of imitation and reward learning algorithms
- reward-learning
- inverse-reinforcement-learning
- imitation-learning
- gymnasium
+2 stars
from 1,810 · score 1.10
29.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
30.ddbourgin / numpy-ml
Machine learning, in numpy
- machine-learning
- neural-networks
- topic-modeling
- gaussian-mixture-models
- hidden-markov-models
- gradient-boosting
- +13 more
+1 stars
from 16,324 · score 0.69
31.VowpalWabbit / vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
- c-plus-plus
- machine-learning
- online-learning
- contextual-bandits
- reinforcement-learning
- active-learning
- +2 more
+1 stars
from 8,732 · score 0.69
32.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
33.google-deepmind / acme
A library of reinforcement learning components and agents
+1 stars
from 4,082 · score 0.69
34.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
36.sail-sg / envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
- reinforcement-learning
- parallel-processing
- cpp17
- pybind11
- reinforcement-learning-environments
- threadpool
- +10 more
+1 stars
from 1,532 · score 0.69
+1 stars
from 1,444 · score 0.69
38.nicrusso7 / rex-gym
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
- openai-gym
- openai-gym-environments
- robotics
- tensorflow
- python3
- pybullet
- +14 more
+1 stars
from 1,106 · score 0.69