stable-baselines3 | Topic | Ecosyste.ms: Repos

Topic: "stable-baselines3"

utiasDSL/gym-pybullet-drones

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

Language: Python - Size: 116 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 1,487 - Forks: 423

AndrejOrsula/drl_grasping

Deep Reinforcement Learning for Robotic Grasping from Octrees

Language: Python - Size: 1.06 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 452 - Forks: 58

alberto-mate/CARLA-SB3-RL-Training-Environment

🚗 This repository offers a ready-to-use training and evaluation environment for conducting various experiments using Deep Reinforcement Learning (DRL) in the CARLA simulator with the help of Stable Baselines 3 library.

Language: Python - Size: 2.49 GB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 90 - Forks: 12

The-FinAI/trials

Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierarchical reinforcement learning. It includes the code for the proposed method and experimental results on real-world stock data to demonstrate its effectiveness.

Language: Python - Size: 5.43 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 90 - Forks: 22

ut-amrl/SocialGym2

SocialGym 2: A lightweight benchmark and simulator for multi-robot social navigation using ROS and the OpenAI gym.

Language: Python - Size: 37 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 59 - Forks: 6

araffin/rl-handson-rlvs21

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

Language: Jupyter Notebook - Size: 146 KB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 54 - Forks: 10

marek-robak/Drone-2d-custom-gym-env-for-reinforcement-learning

OpenAI Gym environment designed for training RL agents to control the flight of a two-dimensional drone.

Language: Python - Size: 56.3 MB - Last synced at: 5 days ago - Pushed at: about 3 years ago - Stars: 51 - Forks: 7

bilalkabas/PPO-based-Autonomous-Navigation-for-Quadcopters

Deep Reinforcement Learning based autonomous navigation for quadcopters using PPO algorithm.

Language: Python - Size: 2.29 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 39 - Forks: 11

steventango/jumpstart-rl

Implementation of Jump-Start Reinforcement Learning (JSRL) with Stable Baselines3

Language: Python - Size: 32.2 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 2

NickKaparinos/OpenAI-Gym-Projects

OpenAI Gym environment solutions using Deep Reinforcement Learning.

Language: Python - Size: 47.3 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 28 - Forks: 7

ChernyakKonstantin/godot_gym_api

Godot Gym API is an Open Source framework for using Godot3 game engine as 3d-environment for training reinforcement learning agents implemented in Python on any data, including images and point clouds.

Language: GDScript - Size: 6.06 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 1

doesburg11/PredPreyGrass

Artificial Life and Intelligence. Researching behavior by nature and nurture simulation, deploying multi-agent reinforcement learning and evolving generational inheritance.

Language: Python - Size: 966 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 20 - Forks: 4

guillaume-marion/traffic-lights

stable-baselines3 reinforcement learning on SUMO traffic light system

Language: Python - Size: 17.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 19 - Forks: 7

AlexPasqua/DeepNetSlice

Reinforcement Learning tool for Network Slice Placement problems

Language: Python - Size: 240 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 0

nimazareian/quadruped-rl-locomotion

Train quadruped locomotion using reinforcement learning in Mujoco

Language: Jupyter Notebook - Size: 45.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 17 - Forks: 1

paulchen2713/RIS-MISO-HWI-DRL

Implementation of the IEEE WCNC 2025 'Worst-Case MSE Minimization for RIS-Assisted mmWave MU-MISO Systems With Hardware Impairments and Imperfect CSI' paper

Language: Python - Size: 289 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 5

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.

Language: Python - Size: 4 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 14 - Forks: 4

will-maclean/sb3-burn

Implementation of stable-baselines3 in rust with burn

Language: Rust - Size: 292 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 13 - Forks: 0

sepsamavi/safe-interactive-crowdnav

Code base for SICNav: Safe and Interactive Crowd Navigation using Model Predictive Control and Bilevel Optimization

Language: Python - Size: 1.03 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 10 - Forks: 2

TommasoVandermeer/Hospitalbot-Path-Planning

This repository contains an application using ROS2 Humble, Gazebo, OpenAI Gym and Stable Baselines3 to train reinforcement learning agents for a path planning problem.

Language: Python - Size: 123 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2

lachlanhurst/balance-robot-mujoco-rl

Reinforcement Learning for a Self Balancing Robot (MuJoCo, Stable Baselines3, PyTorch)

Language: Python - Size: 11.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 0

tgasla/rl-cloudsimplus

A tool that simplifies training DRL agents for cloud resource management by bridging CloudSim Plus with Gymnasium

Language: Jupyter Notebook - Size: 49.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 0

koshachya-myata/Data_Center_Simulation

Data Center Environment and Reinforcement Learning (RL) Control

Language: HTML - Size: 1.81 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

rChimisso/2WSI-RL

Study on the application of reinforcement learning to the management of a traffic light intersection.

Language: Python - Size: 81.7 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

marek-robak/Double-cartpole-custom-gym-env-for-reinforcement-learning

OpenAI Gym environment designed for training RL agents to balance double CartPole.

Language: Python - Size: 77.7 MB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1

faizansana/intersection-driving

Dockerized Container Architecture for Parallel Training of CARLA Gym Environments

Language: Python - Size: 107 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 1

Ruben-2828/RL-Godot-Pedestrian-Simulation

Curriculum–Based Reinforcement Learning for Pedestrian Simulation

Language: Jupyter Notebook - Size: 272 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 0

kohonda/f1tenth_rl

Language: Python - Size: 10.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

ZikangXiong/MFNLC

[IROS 22'] Model-free Neural Lyapunov Control

Language: Python - Size: 121 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 1

srijanpal07/autonomous-drone-for-dynamic-smoke-plume-tracking

This repository features the code base for the "Autonomous Drone for Dynamic Smoke Plume Tracking" project.

Language: Python - Size: 155 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

ScheiklP/sofa_zoo

Reinforcement learning scripts for sofa_env environments.

Language: Python - Size: 42 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 5

yumouwei/super-mario-bros-reinforcement-learning

My implementation of a reinforcement learning model using Stable-Baselines3 to play the NES Super Mario Bros.

Language: Jupyter Notebook - Size: 49.7 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

ncbdrck/sb3_ros_support

This package provides ROS support for Stable Baselines3. It allows you to train robotics RL agents in the real world and simulations using ROS and SB3.

Language: Python - Size: 160 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 1

stwerner97/model-based-pde-control

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

Language: Python - Size: 26.2 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

koulakis/reacher-deep-reinforcement-learning

This is a solution for the second project of the Udacity deep reinforcement learning course. It includes code for training an agent and for using it in a simulation environment.

Language: Jupyter Notebook - Size: 226 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 4

mlegas/FSM-reinforcement-learning

Deep RL framework for exploring state spaces of finite state machines.

Language: Jupyter Notebook - Size: 19.9 MB - Last synced at: 10 days ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

AliAmini93/WSN-Scheduling-with-Reinforcement-Learning

Developed a reinforcement learning framework using Deep Q-Networks (DQN) to optimize scheduling in Wireless Sensor Networks (WSN), enhancing energy efficiency and state estimation through a custom simulation environment.

Language: Jupyter Notebook - Size: 3.96 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

KohlerHECTOR/Tree-MBPO

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

Language: Python - Size: 3.09 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

manish-nayak/pybullet-stable-baselines

PyBullet environments to use Reinforcement learning with Stable Baselines 3

Language: Python - Size: 32.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

astrologos/tradinggym

A highly-customizable OpenAI gym environment to train & evaluate RL agents trading stocks and crypto.

Language: Python - Size: 14.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

USNavalResearchLaboratory/task-scheduling

Python package implementing task generators, traditional and ML-based scheduling algorithms, and assessment tools.

Language: Python - Size: 190 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 3

arora-aditya/wordle-rl

reinforcement learning with wordle and open-ai gym

Language: Python - Size: 24.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

USNavalResearchLaboratory/RL-HAB

RL-HAB is an open-source high altitude balloon (HAB) reinforcement learning simulation environment for training autonomous HAB agents.

Language: Python - Size: 173 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 2 - Forks: 0

iuming/SRF_FC_RL

Superconducting RadioFrequency cavity Frequency Control by Reinforcement Learning

Language: Python - Size: 161 KB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 2 - Forks: 0

simonwanna/EyeBall

A Gaze-Controlled Game with Reinforcement Learning

Language: Python - Size: 504 KB - Last synced at: 27 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

fhswf/MLPro-Int-SB3

MLPro: Integration StableBaselines3

Language: Python - Size: 3.05 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

odegnome/sb3_quad

Implementation of Deep Reinforcement Learning for Collision Prevention in Quadrotor - II

Language: Python - Size: 308 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

SafoanMiah/RL-emergency-autonomous-driving

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

Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

messlem99/PPO-MAML-Agent

Proximal Policy Optimization with Model-Agnostic Meta-Learning for Battery Energy Storage System Management in a Multi-Microgrid

Language: Python - Size: 4.51 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

CAI23sbP/CrowdNav_Cai

Stable-baselines3 based CrowdNavigation Simulator, It is based on 2d lidar scan.

Language: Python - Size: 20.6 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 6

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.

Language: Python - Size: 394 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

RsGoksel/SnakeGame-with-GeneticAlgorithm

Using Neural Network and Genetic Algorithm to play SnakeGame

Language: Jupyter Notebook - Size: 41 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

lie-flat/smart-car-auto-parking 📦

Monorepo for our CV&RL course project: self parking

Language: C - Size: 306 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

marek-robak/Single-cartpole-custom-gym-env-for-reinforcement-learning

OpenAI Gym environment designed for training RL agents to bring CartPole upright and its further balancing.

Language: Python - Size: 58.3 MB - Last synced at: 6 days ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2

sukiboo/personalization_wain21

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

Language: Python - Size: 27.3 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

resuldagdanov/pettingzoo-environments

Simple Training and Evaluation of Multi-Agent Environments with Deep Reinforcement Algorithms

Language: Jupyter Notebook - Size: 22 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

tabee/Reinforcement-Learning-Snake

Dieses Projekt implementiert eine Snake-Umgebung gemäss dem OpenAI Gym Standard und trainiert einen Reinforcement Learning Agenten (PPO) mit stable-baselines3.

Language: Python - Size: 3.21 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

devMuniz02/AI-ML-Code-and-projects

AI, ML, RL, CV Projects | Portfolio

Language: Jupyter Notebook - Size: 9.45 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

CAI23sbP/Hybrid-Action-PPO

Hybrid Action PPO in stable-baselines3

Language: Python - Size: 20.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

pyrddlgym-project/pyRDDLGym-rl

Wrappers for reinforcement learning algorithms (i.e. stable baselines 3, RLlib) to work with pyRDDLGym.

Language: Python - Size: 53.7 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

shawn243498/Reinforcement-Learning-in-Controlling-Quadrotor-UAV-Flight-Actions

Using deep reinforcement learning to train drones to fly autonomously.

Language: Python - Size: 22.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Kajiih/rl_thor

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

Language: Python - Size: 47.2 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Master-sniffer/ML

Here I write some code for ML and NN with pain

Language: Jupyter Notebook - Size: 276 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

naufalmuafi/VisuoExcaRobo

VisuoExcaRobo is a reinforcement learning project using Webots, Stable Baselines3, and custom environment of Gymnasium. The goal is to develop a model that Excavator can visually recognize and move towards a target objects in simulated environment.

Language: Python - Size: 370 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 28.5 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

hishamcse/DRL-Renegades-Game-Bots

A collection of my implemented RL agents for games like Pacman, Pong, SpaceInvaders, Frozenlake, Taxi, Pixelcopter, Pyramids and a lot more by implementing various DRL algorithms using gym, unity-ml, pygame, sb3, rl-zoo and pandagym libraries. To see more advanced & interesting agents, please visit below link:

Language: Jupyter Notebook - Size: 120 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

AnmolS99/BioGym

Spatio-temporal wildlife management Gymnasium RL Environment created and trained on for my Master's thesis

Language: Jupyter Notebook - Size: 333 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

JacobsonRobotics/UnifiedRobotEnvironment

Unified framework enabling machine learning-based training, simulation, and deployment of legged robots, compatible with various robot models and reinforcement learning algorithms, with PyBullet simulation and ROS integration.

Size: 9.77 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

muhd-umer/i-poet

Deep reinforcement learning for intelligent power control in IoT

Language: Python - Size: 6.52 MB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

RsGoksel/Snake-Game_PPO-Solution

Snake game environment integrated with OpenAI Gym. Proximal Policy Optimization (PPO) implementation for training. Visualization of training progress and agent performance. Easy to understand code.

Language: Jupyter Notebook - Size: 22.5 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

KohlerHECTOR/TREX-Tree-Reward-EXploration

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

Language: Python - Size: 436 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Jondiii/vrp-rl

Reinforcement Learning for VRP

Language: Python - Size: 4.37 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

Bonifatius94/robot-sf

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

Language: Python - Size: 4.4 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

RsGoksel/Genetic-Algorithm-Solutions

A Guide to Problems and Solutions on Genetic Algorithms

Language: Jupyter Notebook - Size: 537 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

artemchege/Evolution

Prey and predator, cyber evolutionary

Language: Python - Size: 1.57 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Enkhai/Lucy

A bot largely inspired by Necto and trained using novel rewards functions

Language: Python - Size: 61.3 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Marc-Velay/hydra_optuna_tutorial

Language: Python - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

SwamiKannan/CartPole-using-Stable-Baselines

CartPole environment using Stable BaseLines library

Language: Jupyter Notebook - Size: 305 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

rey-allan/chimp-ai-nzee

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

Language: Python - Size: 330 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

GrahlmanMatthew/CartPole-Reinforcement-Learning

Uses the Stable Baselines 3 and OpenAI Python libraries to train models that attempt to solve the CartPole problem using 3 reinforcement learning algorithms; PPO (Proximal Policy Optimization), A2C (Advantage Actor Critic) and DQN (Deep Q Learning).

Language: Python - Size: 334 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

AlbertoOsorio/GymAirsimCar

A reinforcement lerning application for selfdriving cars using openai's gym, stablebaselines3 and Microsoft AirSim.

Language: Python - Size: 4.88 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

cisimon7/Behavioral-And-Cognitive-Robotics

My Introduction to Evolutionary and Reinforcement Learning

Language: Python - Size: 2.58 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

nhieubrian/AirSim-Demo

Up to date progress of Microsoft AirSim from my academic internship. This is a guide on how to get Stable Baseline's reinforcement learning to work alongside the AirSim package with Unreal Engine 4.

Size: 780 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

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

Language: Jupyter Notebook - Size: 106 MB - Last synced at: 15 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

pavlosdais/MountainCar-v0

Mastering MountainCar-v0: A Comprehensive Exploration of Reinforcement Learning Algorithms

Language: Jupyter Notebook - Size: 6.06 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

babulab/VariationalQuantumEigensolver-ML

This repository combines Machine Learning with the Variational Quantum Eigensolver (VQE), a hybrid quantum-classical algorithm for estimating ground state energies in quantum systems, useful in quantum chemistry and physics.

Language: Jupyter Notebook - Size: 2.17 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

zin-lin/annex_adsmt_ws

ADS-MT is a prototype of a wheeled-legged robot

Language: Python - Size: 36.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

babulab/QuantumOptimalControl-ML

This repository applies Machine Learning to Quantum Optimal Control (QOC) for preparing the highly entangled Greenberger–Horne–Zeilinger (GHZ) state.

Language: Jupyter Notebook - Size: 1.53 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

AdrianKlessa/superpermutations

Experiments with reinforcement learning to find short superpermutations

Language: Jupyter Notebook - Size: 27.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

daqh/reinforcement-checkers

This project implements a checkers environment as a Gymnasium environment playable with stable-baseline3 models.

Language: Python - Size: 6.15 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

kuds/rl-atari-pong

Repository containing code and notebooks exploring how to solve Atari's Pong through Reinforcement Learning

Language: Jupyter Notebook - Size: 627 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

k-karna/motion_planning

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

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Loki-Silvres/Car-Racing-PPO

Proximal Policy Optimization (PPO) algorithm for training an agent to master the CarRacing-v3

Language: Python - Size: 60.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Dmoore628/Autonomous_Reinforcement_Learning_Trader

Autonomous Reinforcement Learning Trader (ARLT) is a high-performance, PPO-based reinforcement learning system designed to consistently achieve 10x profit growth within a single trading day, using RL to ensure high-frequency execution, precision trading, and adaptive risk management.

Language: Python - Size: 1000 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0