GitHub topics: reinforcement-learning-agent

Repositories

dvalenciar/ReinforceUI-Studio

ReinforceUI-Studio. A Python-based application designed to simplify the configuration and monitoring of RL training processes. Supporting MuJoCo, OpenAI Gymnasium, and DeepMind Control Suite. Algorithms included: CTD4, DDPG, DQN, PPO, SAC, TD3, TQC

Language: Python - Size: 21.3 MB - Last synced at: about 19 hours ago - Pushed at: about 20 hours ago - Stars: 64 - Forks: 3

Silidrone/aiplane

Reinforcement learning framework developed from scratch in C++. Written by me (Muhamed Cicak) as part of my role for the finishing project for my university: creating a reinforcement learning agent to land an airplane in XPLANE12. This code contains a lot of exercises done in the Barto Sutton book as this project was also a learning journey for me.

Language: Python - Size: 74.6 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

Binny-Shukla/Artifical-Intell

Reinforcement Learning Research

Language: Jupyter Notebook - Size: 163 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

peiyan03/Stock-MARL

Hybrid Multi-Agent Simulation and Reinforcement Learning framework for financial market forecasting, featuring diverse rule-based traders and a Deep Q-Network trading agent.

Language: Jupyter Notebook - Size: 154 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

August-murr/AutonomousAIResearcher

Training Autonomous AI Researcher with Reinforcement Learning

Language: Python - Size: 11.7 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

SynaLinks/synalinks

🧠🔗 Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices

Language: Python - Size: 9.94 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 227 - Forks: 12

amsanoop/stock-assist

Stock Assist is an AI-powered platform that simplifies financial analysis for investors. This repository contains tools and resources to help you make informed stock decisions. 🐙💻

Language: Python - Size: 3.21 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

osa1998/Autonomous-Car-with-Deep-Q-Learning

Self driving car with Deep Q-Learning

Size: 1.95 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

cpohagwu/timeseries_agent

TimeSeries Agent is a powerful reinforcement learning library designed for time series analysis and prediction.

Language: Python - Size: 3.78 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

TarunNagarajan/RL

Tell me and I forget. Teach me and I may remember. Involve me and I learn. Welcome to the Reinforcement Learning Repository.

Size: 1000 Bytes - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

Dooders/AgentMemory

A lightweight, pluggable memory backend for agent-based simulations. Supports temporal data, experience replay, and persistent state logging

Language: Python - Size: 104 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1 - Forks: 0

emanueleiacca/RLCard_BJ_Poker Fork of datamllab/rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Language: HTML - Size: 635 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

TsingPig/VRExplorer

VRExplorer: A Model-based Approach for Automated Virtual Reality Scene Exploration and Testing

Language: C# - Size: 162 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

linesd/tabular-methods

Tabular methods for reinforcement learning

Language: Python - Size: 1.51 MB - Last synced at: 16 days ago - Pushed at: almost 5 years ago - Stars: 38 - Forks: 8

asieradzk/RL_Matrix

Deep Reinforcement Learning in C#

Language: C# - Size: 46.2 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 240 - Forks: 20

restorenode/mappo-competitive-reinforcement

🎾 Multi-Agent Proximal Policy Optimization approach to a competitive reinforcement learning problem

Language: Python - Size: 2.28 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 1

ashutosh1919/neuro-symbolic-sudoku-solver

⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.

Language: Python - Size: 4.13 MB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 72 - Forks: 9

Assem-ElQersh/Reinforcement-Learning-Snake

A Snake game implementation that uses Q-Learning, a reinforcement learning algorithm, to train an AI agent to play the game. The project demonstrates how machine learning can be applied to classic games.

Language: Python - Size: 27.3 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

malharinamdar/credenz-xodia

angry birds game simulated using reinforcement learning for Credenz'25

Language: Python - Size: 3.18 MB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

QuantDevJayson/robo-credit-underwriter-multi-rl

AI-driven credit underwriting system combining Machine Learning (ML) & Reinforcement Learning (RL) to optimize loan approvals while managing risk: Credit Risk Prediction via Random Forest model; PPO & DQN for dynamic risk control; Custom OpenAI Gym Environment for simulating real-world lending scenarios & FastAPI real-time processing.

Language: Jupyter Notebook - Size: 3.01 MB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

Arash-Mansourpour/Reinforcement-Learning_AD-Optimization

AI-powered ad optimization using Reinforcement Learning and Groq API to maximize click-through rates

Language: Python - Size: 16.6 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

benedekrozemberczki/awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

Language: Python - Size: 238 KB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 673 - Forks: 74

fannie1208/W4S

Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors

Size: 3.91 KB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 12 - Forks: 0

ChanchalKumarMaji/Reinforcement-Learning-Specialization

[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"

Language: Jupyter Notebook - Size: 233 MB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 235 - Forks: 131

BY571/DQN-Atari-Agents

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 123 - Forks: 14

keshish-kumar/Scalable-Path-Planning-Algorithms-for-Drone-Systems

Develop an efficient route optimization strategy for drone delivery systems to minimize energy consumption, taking into account constraints such as varying package weights, travel distances between delivery points, and limited battery capacity.

Language: Python - Size: 1.86 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

EMI-Group/evorl

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.

Language: Python - Size: 2.55 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 75 - Forks: 8

Pateltirths1012/Efficient-item-collection-in-minecraft

This repository contains implementations of Deep Q-Network (DQN) and Proximal Policy Optimization (PPO) algorithms for efficient item collection in Minecraft using the MineRL environment.

Language: Jupyter Notebook - Size: 95.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

cruz-lucas/minimal_agents

A minimal implementation of Reinforcement Learning agents.

Language: Python - Size: 277 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

master-moose/RLTrader

Personal project - attempting to train an RL model to trade crypto/other markets

Language: Python - Size: 192 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

MilleXi/stock_trading

🚀一个结合了LSTM股票价格预测与强化学习交易策略的智能股票交易系统。通过深度学习对股市数据进行精准预测，并利用强化学习自动优化交易决策，实现了从数据获取、趋势预测到自动交易的全流程智能化。系统不仅提供了强大的数据处理和预测功能，还内置交互式可视化界面，帮助用户实时查看预测结果与交易决策，适用于多支股票的批量处理，帮助投资者更好地捕捉市场机会，提升交易效率与收益。

Language: Python - Size: 19.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 86 - Forks: 17

Kingflow-23/SONIC-GAN Fork of vsx23733/SONIC-GAN

Adaptation of TOAD GAN for Sonic

Size: 5.02 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

shasankp000/AI-Player

A minecraft mod which aims to add a "second player" into the game which will actually be intelligent.

Language: Java - Size: 2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 51 - Forks: 4

jackrcole/multi-agent-algos

CMSC818B Mini-Project #1: Multi-Agent Algorithms

Language: Jupyter Notebook - Size: 932 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

TheHandsomeDev/evolveRL

Empower Truly Autonomous AI Agents through our Experimental Adversarial and Evolutionary Reinforcement Learning Framework. Join our Community: https://t.me/evolveRL_portal

Language: Python - Size: 5.08 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 17 - Forks: 6

TopAgrume/Atari-Rainbow-DQN

Reinforcement learning project for Atari Breakout

Language: Python - Size: 78.5 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

Naereen/gym-nes-mario-bros

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

Language: Python - Size: 3.12 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 51 - Forks: 15

yyzpiero/RL4RedTeam

A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trained to scan for vulnerabilities in the network and exploit them to gain access to various network resources.

Language: Python - Size: 7.41 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 25 - Forks: 6

SandyTheAdventurer/StarAgent

RL agent to play StarCraft II

Language: Python - Size: 55.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

jeffasante/grpo-maze-solver

A reinforcement learning agent that learns to solve mazes using Group Relative Policy Optimization (GRPO).

Language: Python - Size: 77.1 KB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 7 - Forks: 1

coax-dev/coax

Modular framework for Reinforcement Learning in python

Language: Python - Size: 17.6 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 172 - Forks: 19

christianhidber/easyagents

Reinforcement Learning for Practitioners.

Language: Jupyter Notebook - Size: 155 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 18

pcluteijn/MazeLearning

Q-Learing algorithm solves simple mazes.

Language: MATLAB - Size: 230 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 1

YukiSakai1209/simple_distributed_rl Fork of pocokhc/simple_distributed_rl

Simple Distributed Reinforcement Learning Framework

Language: Python - Size: 93.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ktauchathuranga/snake-game-ai

Snake Game AI with Reinforcement Learning

Language: Python - Size: 587 KB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

xiangwang1223/reinforced_causal_explainer

Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022

Language: Python - Size: 16.1 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 35 - Forks: 4

gibbsbravo/20_Questions

Developed reinforcement learning agent to play 20 Questions

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

kkuette/TradzQAI

Trading environnement for RL agents, backtesting and training.

Language: Python - Size: 508 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 165 - Forks: 47

hex0x555/OORTCAPTCHA

OORTCaptcha is a fully on-chain, decentralized data labelling and reinforcement learning protocol.

Language: TypeScript - Size: 404 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

laroccacharly/reinforcement_learning_adventure

A compilation of reinforcement learning algorithms.

Language: Python - Size: 113 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

varejad/behavioral_flow

Reinforcement learning library inspired by Behavioral Psychology, focused on simplicity. It uses Python dictionaries instead of complex tables, making implementation intuitive. Agents learn through reinforcement and punishment, considering context and consequences. They can also combine actions to create new behaviors.

Language: Python - Size: 41 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

MasihMoafi/Financial-Market-Analysis

Bitcoin Time-Series Analysis, Clustering, RL Trader Agent

Language: Jupyter Notebook - Size: 4.36 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

FuzzyNum/Reinforcement-Learning

Using Q-Learning methods in Gymnasium to solve various games, very basic implementation.

Language: Jupyter Notebook - Size: 2.37 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

A2Fais/agentic_matrix_game

A basic custom matrix environment where an agent learns to navigate to a target position using Proximal Policy Optimization (PPO).

Language: Python - Size: 6.84 KB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

kachayev/car-racing-attention-agent

Reproduce the results of "Neuroevolution of Self-Interpretable Agents" paper

Language: Python - Size: 80.1 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

Paraskevi-KIvroglou/rl-pong-agent

A project by Paraskevi Kivroglou as part of exploring deep reinforcement learning applications.

Language: Jupyter Notebook - Size: 92.6 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Maguids/BipedalWalker-ReinforcementLearning

Use Gymnasium to develop a reinforcement learning agent. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Language: Python - Size: 11 MB - Last synced at: 3 months ago - Pushed at: 4 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: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

alexhiggins732/SharpDesktopGym

SharpDesktopGym uses CSharp environments for interaction with Python TensorFlow Agents.

Language: Python - Size: 143 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Pabloo22/tabular_rl

A simple Reinforcement Learning framework to decouple agents from environments in discrete-state settings with implementations of double Q-learning and policy iteration through dynamic programming.

Language: Python - Size: 248 KB - Last synced at: 13 days ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0

BurakAhmet/Autonomous-Car-with-Deep-Q-Learning

Self driving car with Deep Q-Learning

Language: Python - Size: 5.91 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Razvan48/Proiect-Reinforcement-Learning-RL

Proiect Reinforcement Learning (RL) Anul 3, Semestrul 1, Facultatea de Matematica si Informatica, Universitatea din Bucuresti

Language: Python - Size: 35.7 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

evolveRL/evolveRL

Empower Truly Autonomous AI Agents through our Experimental Adversarial and Evolutionary Reinforcement Learning Framework. Join our Community: https://t.me/evolveRL_portal

Language: Python - Size: 5.07 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

zombie-einstein/JAX-PPO

JAX Implementation of Proximal Policy Optimisation Algorithm

Language: Python - Size: 1000 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0

sharmaswastik/EE-675A-Course-Project

An implementation of Meta RL submitted as a course project for the course EE675A (Introduction to Reinforcement Learning)

Language: Jupyter Notebook - Size: 1.3 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

Pegah-Ardehkhani/Reinforcement-Learning-Algorithms-from-Scratch

Explore key RL algorithms with detailed explanations and fully commented Python code implementations

Language: Jupyter Notebook - Size: 2.36 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

gibbsbravo/ParaPhrasee

Paraphrase Generation Using Deep Reinforcement Learning - MSc Thesis

Language: Python - Size: 1.88 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 5

kachayev/gym-microrts-paper-sb3

RL agent to play μRTS with Stable-Baselines3 and PyTorch

Language: Python - Size: 293 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 26 - Forks: 4

chandramouli-veerubhotla/tic-tac-toe-rl

This project is about training and testing a reinforcement learning agent for playing the Tic Tac Toe game.

Language: Python - Size: 6.84 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mhizterpaul/taxi-route-optimization

Language: Jupyter Notebook - Size: 2.9 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

jefftrojan/wildlife_patrol_DQN

a custom reinforcement learning environment using OpenAI Gym to optimize wildlife ranger patrol routes. The environment simulates a wildlife reserve section where a ranger (agent) must efficiently patrol to protect wildlife, monitor water sources, and detect potential poaching activities.

Language: Python - Size: 488 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

sdsubhajitdas/Rocket_Lander_Gym

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

Language: Python - Size: 4.32 MB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 56 - Forks: 5

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: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

StephanAkkerman/tensortrade-extras

Discover a curated list of projects complementing TensorTrade, distinct from those mentioned in its official documentation. Contributions are welcome; if you spot a missing project, please submit a pull request!

Size: 58.6 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 12