Projects in Awesome Lists tagged with stable-baselines3

https://github.com/utiasdsl/gym-pybullet-drones

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

betaflight control crazyflie gym gymnasium multi-agent pybullet quadcopter quadrotor reinforcement-learning robotics sitl stable-baselines3 uav

Last synced: 14 May 2025

https://github.com/utiasDSL/gym-pybullet-drones

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

betaflight control crazyflie gym gymnasium multi-agent pybullet quadcopter quadrotor reinforcement-learning robotics sitl stable-baselines3 uav

Last synced: 26 Mar 2025

https://github.com/araffin/rl-handson-rlvs21

Stable-Baselines3 (SB3) reinforcement learning tutorial for the Reinforcement Learning Virtual School 2021.

google-colab machine-learning reinforcement-learning stable-baselines3

Last synced: 30 Apr 2025

https://github.com/solrikk/criptowhisper

TradeWhisperer is a sophisticated cryptocurrency trading bot that leverages advanced Reinforcement Learning techniques, specifically the Proximal Policy Optimization (PPO) algorithm, to navigate the complex world of crypto markets. Built with a focus on adaptability and risk management, this bot combines technical analysis with machine learning.

aitrade bybit bybit-api bybit-bot criptotrading finance ppo-pytorch python pytorch stable-baselines3 trade-bot trading trading-algorithms tradingapi

Last synced: 11 Apr 2025

https://github.com/paulchen2713/ris-miso-hwi-drl

Worst-case MSE Minimization for RIS-assisted mmWave MU-MISO Systems with Hardware Impairments and CSI Imperfection

digital-beamforming gymnasium ppo-pytorch reconfigurable-intelligent-surfaces reinforcement-learning stable-baselines3 wireless-communication

Last synced: 14 Oct 2025

https://github.com/stweigand97/model-based-pde-control

Numerical Evidence for Sample Efficiency of Model-Based over Model-Free Reinforcement Learning Control of Partial Differential Equations [ECC'24]

gym kuramoto-sivashinsky mbpo model-based-reinforcement-learning partial-differential-equations proximal-policy-optimization reinforcement-learning soft-actor-critic stable-baselines3 surrogate-models

Last synced: 19 Jan 2026

https://github.com/ccnets-team/remoterl

RemoteRL — zero-setup cloud service for reinforcement learning, anywhere and at any scale

cloud-native gymnasium reinforcement-learning remote-control rllib stable-baselines3

Last synced: 20 Sep 2025

https://github.com/yupoet/aurumq-rl

RL stock selection for China A-share — bundled polars-native factor library (105 Alpha101 + 191 GTJA Alpha191 = 296 factors), board-aware price limits, GPU train + ONNX CPU infer, MIT-licensed.

a-share algorithmic-trading alpha101 alpha191 china-stock-market factor-investing factor-library gtja191 guotai-junan gymnasium onnx polars ppo pytorch quantitative-finance quantitative-trading reinforcement-learning stable-baselines3 stock-selection

Last synced: 13 Jun 2026

https://github.com/kohlerhector/tree-mbpo

Study Model-Based Policy Optimization by varying the model estimator classes (e.g Decision Trees vs MLP)

decision-tree mbpo mbrl mlp rl sac scikit-learn stable-baselines3

Last synced: 05 May 2026

https://github.com/ncbdrck/reactorx200_ros_reacher

Explore the capabilities of RealROS and MultiROS in training robots for real-world tasks. This repository showcases real-world training and Gazebo simulation-based training for a reach task based on the ReactorX 200 robot manipulator.

gym gym-environments multiros realros reinforcement-learning robotics ros stable-baselines3

Last synced: 14 May 2026

https://github.com/sukiboo/personalization_wain21

Source code for the numerical experiments presented in the paper "On the Unreasonable Efficiency of State Space Clustering in Personalization Tasks".

contextual-bandits personalization reinforcement-learning stable-baselines3 synthetic-data

Last synced: 16 May 2026

https://github.com/Solrikk/CriptoWhisper

TradeWhisperer is a sophisticated cryptocurrency trading bot that leverages advanced Reinforcement Learning techniques, specifically the Proximal Policy Optimization (PPO) algorithm, to navigate the complex world of crypto markets. Built with a focus on adaptability and risk management, this bot combines technical analysis with machine learning.

aitrade bybit bybit-api bybit-bot criptotrading finance ppo-pytorch python pytorch stable-baselines3 trade-bot trading trading-algorithms tradingapi

Last synced: 05 Aug 2025

https://github.com/RsGoksel/Genetic-Algorithms

A Guide to Problems and Solutions on Genetic Algorithms

agent evolutionary-algorithms game game-solution genetic-algorithm genetic-algorithms gym neural-network numpy numpy-arrays pygame python stable-baselines3

Last synced: 11 May 2026

https://github.com/pardhusreerushivarma20060119/huggingface-training

This repository contains hands-on examples, experiments, and scripts for training models with HuggingFace libraries — from reinforcement learning agents to transformers for NLP tasks. Everything here is completely free and open-source.

huggingface lunarlander-v2 model-training multi-agent-reinforcement-learning reinforcement-learning stable-baselines3

Last synced: 02 Jul 2026

https://github.com/tantaneity/cat-brain-service

ML service for cats that actually learn stuff. PPO brains, personality drift, mood system.

artificial-intelligence docker fastapi game-ai gymnasium indie-game machine-learning ml-inference pet-project ppo prometheus python pytorch redis reinforcement-learning reinforcement-learning-algorithms stable-baselines3

Last synced: 13 Apr 2026

https://github.com/muhd-umer/i-poet

Deep reinforcement learning for intelligent power control in IoT

deep-reinforcement-learning gym optimization power-management reinforcement-learning stable-baselines3

Last synced: 27 Feb 2026

https://github.com/swamikannan/cartpole-using-stable-baselines

CartPole environment using Stable BaseLines library

cartpole-v0 gym-environment ppo pytorch-implementation stable-baselines3 tensorboard-visualizations

Last synced: 23 May 2026

https://github.com/devmuniz02/porfolio-code-ai-projects

AI, ML, RL, CV Projects | Portfolio

autonomous-car cnn computer-vision imitation-learning neural-networks optimization python pytorch quantization reinforcement-learning stable-baselines3 tensorflow transfer-learning

Last synced: 04 Apr 2026

https://github.com/bonifatius94/robot-sf

training environment for the simulation of a robot moving in a pedestrian-filled space

gym-environment ppo reinforcement-learning self-driving-car simulation social-force-model stable-baselines3

Last synced: 19 Apr 2026

https://github.com/kajiih/rl_thor

🤖 Lightweight and customizable reinforcement learning environment based on AI2-THOR

ai2thor benchmark benchmark-environments embodied-ai gymnasium meta-learning multi-task reinforcement-learning reinforcement-learning-environments stable-baselines3

Last synced: 28 Apr 2026

https://github.com/canoksuzoglu1/rl-pco-atlantis-atari

This project trains and evaluates a Proximal Policy Optimization (PPO) agent to play the Atari game Atlantis using Stable Baselines3. The agent is trained with a Convolutional Neural Network (CNN) policy and evaluated for its performance in the game. It includes scripts for training, evaluating, and real-time gameplay rendering.

atari atlantis cnn deep-learning game-ai gym machine-learning openai-gym ppo reinforcement-learning rl-agents stable-baselines3 tensorboard

Last synced: 14 May 2026

https://github.com/rey-allan/chimp-ai-nzee

:monkey_face: Recreation of Theory of Mind experiment done on chimpanzees as an RL environment

gym machine-learning pycolab reinforcement-learning stable-baselines3 theory-of-mind

Last synced: 01 May 2026

https://github.com/kohlerhector/trex-tree-reward-exploration

Using Tree estimators of the MDP models to then count leaves grouping similar transitions and do count-based exploration.

decision-trees drl exploration rl scikit-learn stable-baselines3

Last synced: 04 May 2026

https://github.com/devmuniz02/ai-ml-code-and-projects

AI, ML, RL, CV Projects | Portfolio

autonomous-car cnn computer-vision imitation-learning neural-networks optimization python pytorch quantization reinforcement-learning stable-baselines3 tensorflow transfer-learning

Last synced: 24 Jul 2025

https://github.com/safoanmiah/rl-emergency-autonomous-driving

Training an autonomous emergency vehicle model (ambulance, police, firefighter) within CARLA simulator, making use of Reinforement Learning.

carla-simulator gym python reinforcement-learning stable-baselines3

Last synced: 11 May 2026

https://github.com/bcorfman/sb3-trial

Stable Baselines 3 Cartpole example configured with Rye as dependency manager.

artificial-intelligence eight-puzzle machine-learning pytorch reinforcement-learning rye stable-baselines3

Last synced: 17 Jun 2026

https://github.com/bcorfman/pettingzoo-classicenvs

PettingZoo ConnectFour and TicTacToe examples, configured with Rye as dependency manager

gymnasium-environment multi-agent-reinforcement-learning pettingzoo reinforcement-learning rye sb3-contrib stable-baselines3

Last synced: 17 Jun 2026

https://github.com/amgustav/kineforge

RL-first robot policy testbed: train, stress-test, evaluate, and replay MuJoCo robot policies.

embodied-ai gymnasium mujoco ppo reinforcement-learning robot-learning robotics robotics-simulation simulation stable-baselines3

Last synced: 26 Jun 2026

https://github.com/sukiboo/policy_entropy

Analyzing policy entropy of reinforcement learning agents

mathematics policy-gradient q-learning reinforcement-learning stable-baselines3

Last synced: 15 May 2026

https://github.com/kohlerhector/primenet

Predicting prime numbers as list of bits.

gymnasium number-theory reinforcement-learning stable-baselines3

Last synced: 16 May 2026

https://github.com/marco210210/supermario-rl-ddqn-ppo-yolov5

An advanced Reinforcement Learning project where Super Mario is trained to complete a level using DDQN, PPO, and YOLOv5 for object detection and decision-making

ai-project ddqn deep-learning gym object-detection openai-gym ppo pytorch reinforcement-learning stable-baselines3 super-mario university-project yolov5

Last synced: 06 May 2026

https://github.com/rembertdesigns/pit-stop-simulator

An interactive F1 race simulator using Reinforcement Learning (PPO, Q-learning) and Streamlit to optimize pit stop strategies based on dynamic conditions.

data-science data-visualization f1 formula-1 ppo python python3 q-learning reinforcement-learning sckiit-learn stable-baselines3 streamlit-application

Last synced: 22 Jun 2025

https://github.com/davidbhoffmann/racing-rl-project

This projects applies the TD3 reinforcement learning agent to the CarRacing-v2 Box2D environment

gymnasium reinforcement-learning stable-baselines3

Last synced: 17 May 2026

https://github.com/bdrhnsen/rl_visualizer

Visualize reinforcement learning model action probabilities (values of state action pairs)

reinforcement-learning stable-baselines3 state-action-reward-state-action visualization

Last synced: 17 May 2026

https://github.com/nerdinand/shooty-game

Game/Simulation which is a 2D-analog of Counter Strike as a target for Deep Reinforcement Learning.

counter-strike counter-strike-global-offensive openai-gym-environment reinforcement-learning reinforcement-learning-environments stable-baselines3

Last synced: 18 May 2026

https://github.com/hnaik/rl-finlab

Reinforcement Learning for Execution & Portfolio Allocation -- open research repo using PPO/SAC with classical baselines (TWAP, VWAP, Almgren-Chriss). LGPL-2.0 Licensed. Contributions welcome.

execution finance market-microstructure portfolio-allocation quant-research reinforcement-learning stable-baselines3

Last synced: 18 May 2026

https://github.com/yhs0602/craftground-baselines3

Example of Reinforcement Learning Environment on Minecraft with Stable-Baselines3 and CraftGround

minecraft reinforcement-learning reinforcement-learning-environment stable-baselines3

Last synced: 04 May 2026

https://github.com/maruyamakoju/deltatau-audit

Time Robustness Audit for RL agents — measures timing reliance, deployment robustness, and stress resilience

ci-cd deployment gymnasium mujoco reinforcement-learning rl-agents robustness stable-baselines3 testing timing

Last synced: 22 Feb 2026

https://github.com/k-karna/motion_planning

Autonomous Vehicle (AV) Motion Planning with Deep RL methods - DQN, PPO

autonomous-driving deep-reinforcement-learning dqn farama-foundation motion-planning ppo stable-baselines3

Last synced: 02 Aug 2025

https://github.com/sadegh15khedry/lunar-lander-using-ppo

Training an agent to land a spacecraft in the LunarLander environment.

gymnasium jupyter-notebook lunar-lander ppo python reinforcement-learning reinforcement-learning-algorithms stable-baselines3

Last synced: 27 Feb 2025

https://github.com/spartan-71/pocket-tanks

Reinforcement Learning Agent for the ultimate AI War (Credenz '24)

pocket-tanks reinforcement-learning-agent stable-baselines3

Last synced: 12 Jul 2025

https://github.com/adityasreevatsak/smartflow

SmartFlow enhances bike-sharing efficiency by combining deep reinforcement learning with agentic AI. The RL model optimizes bike distribution, while agentic AI coordinates real-time actions, like alerting truck drivers. This scalable approach ensures smart decisions and timely execution for urban transport.

agentic-ai jupyter-notebook keras open-ai-gym pandas python pytorch reinforcement-learning scikit-learn seaborn stable-baselines3 tensorflow

Last synced: 13 Apr 2026

https://github.com/a-shojaei/adaptive-traffic-signal-control-via-hierarchical-multi-agent-rl

A hierarchical multi-agent reinforcement learning system for optimizing city-wide traffic signal control, where low-level agents manage individual intersections while high-level agents coordinate traffic flow across districts. This project uniquely combines hierarchical RL with multi-agent cooperation under partial observability, demonstrating tran

gymnasium machine-learning portfolio python rayrllib reinforcement-learning stable-baselines3

Last synced: 11 Feb 2026

https://github.com/pablodieaco/quant-drl-core

quant-drl-core is a modular and extensible framework for applying Deep Reinforcement Learning (DRL) techniques to portfolio management and financial decision-making. Built with flexibility and research in mind, it provides tools for data processing, environment simulation, agent training, and performance evaluation.

deep-reinforcement-learning pytorch quantitative-finance quantitative-trading stable-baselines3 yfinance

Last synced: 02 Mar 2026

https://github.com/strcoder4007/mario-reinforcement-learning

Training a Mario reinforcement learning agent using Open AI Gym and Stable Baselines 3 PPO algorithm.

mario openai-gym ppo-agent pytorch reinforcement-learning stable-baselines3

Last synced: 17 Apr 2026

https://github.com/adrianklessa/superpermutations

Experiments with reinforcement learning to find short superpermutations

gymnasium-environment reinforcement-learning stable-baselines3 superpermutation

Last synced: 24 Apr 2026

https://github.com/antoniszks/cartpole-optimization-with-reinforcement-learning

A university project where we implement and experiment with different Reinforcement Learning algorithms and trying to optimize the CartPole environment from OpenAI Gym.

a2c ai ai-agents dqn dueling-network-architecture gymnasium ml openai openai-gym ppo reinforcement-learning stable-baselines3 transformers