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Projects in Awesome Lists tagged with reinforcement-learning-algorithms

A curated list of projects in awesome lists tagged with reinforcement-learning-algorithms .

https://github.com/hectorpulido/easiest-deep-rl-algorithm-with-pytorch

Easiest way to understand reinforcement learning algorithms using pytorch

ai machine-learning pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 16 Apr 2025

https://github.com/ayushverma135/whale-and-q-learning-hybrid-optimization

Integrating machine learning techniques into CloudSim can significantly optimize various aspects of cloud resource management. CloudSim is a popular simulation tool for modeling and experimenting with cloud computing environments and services.

cloud cloudsim cloudsim-framework cloudsim-simulator genetic-algorithm machine-learning-algorithms qwhalehybrid reinforcement-learning-algorithms

Last synced: 21 Feb 2025

https://github.com/quantaji/amd-ssd

Adaptive Mechanism Design (AMD) in Sequential Social Dilemma (SSD). Foundations of Reinforcement Learning 2023 Spring, team project.

mechanism-design multi-agent-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments

Last synced: 10 Apr 2025

https://github.com/kalpanabaheti/mancala-gameplayai-nonpropreitary

Basic functional code for the Mancala Educational Gaming and Feedback Project. Also available: Detailed open-source learning algorithms- some of which are pretty crafty, mind you! - that are designed for the driving logic of the game playing and automated game teaching system.

child child-education data-science decision-trees educational-project game-development machine-learning natural-language-understanding outlier-detection p pedagogy python-3-6 reinforcement-learning-algorithms risk-analysis statistics strategy-game-engine test-automation

Last synced: 16 Jun 2025

https://github.com/prakhr/reinforcement-learning-book

[Book] :- Andrea Lonza - Reinforcement Learning Algorithms with Python_ Learn, understand, and develop smart algorithms for addressing AI challenges-Packt Publishing (2019)

actor-critic baseline-cnns dagger ddpg dqn duckietown-environment gym gym-environment multiarmed-bandits policy-gradient policy-iteration pybox2d reinforce reinforcement-learning-algorithms roboschool sarsa-learning td3 tensorflow trpo value-iteration

Last synced: 03 May 2025

https://github.com/virresh/rl_q_learning_sarsa

Reinforcement Learning Algorithms - Q-Learning and SARSA implemented

ai artificial-intelligence maze-solver openai-gym q-learning reinforcement-learning-algorithms sarsa

Last synced: 12 Mar 2025

https://github.com/gahogg/rl_learn

A package to accompany the book "Reinforcement Learning: A Python Introduction"

numpy python reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments

Last synced: 17 Jan 2025

https://github.com/ilan-theodoro/basic-reinforcement-learning-framework

This is a project developed and evaluated in the course of Reinforcement Learning at the State University of Campinas.

reinforcement-learning reinforcement-learning-algorithms

Last synced: 06 Mar 2025

https://github.com/abhinavcreed13/ai-reinforcement-learning

This project will implement value iteration and Q-learning. It will first test agents on Gridworld (from class), then apply them to a simulated robot controller (Crawler) and Pacman.

artificial-intelligence python3 reinforcement-learning reinforcement-learning-algorithms

Last synced: 06 Jan 2025

https://github.com/kraftpunk97-zz/gamblers-problem

A dynamic programming solution to the classic gambler's problem introduced in Sutton and Barton's RL book

dynamic-programming gambler-problem reinforcement-learning-algorithms

Last synced: 27 Feb 2025

https://github.com/ai-ahmed/rl-finapp

This is JAX implementation of Book of Foundations of Reinforcement Learning with Applications in Finance by Ashwin Rao & Tikhon Jelvis

finance jax python quantitative-finance reinforcement-learning reinforcement-learning-algorithms vim

Last synced: 24 Jun 2025

https://github.com/muskanpaliwal/othello

The repository contains steps to create othello game app

java libgdx othello reinforcement-learning-algorithms

Last synced: 30 Mar 2025

https://github.com/bryanbocao/incompletecode

Self-contained Reinforcement Learning Algorithms.

keras reinforcement-learning reinforcement-learning-algorithms tensorflow

Last synced: 05 Apr 2025

https://github.com/manjavacas/rl-gridworld

Classic Reinforcement Learning implementations for solving a custom Gridworld environment.

gridworld reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments

Last synced: 13 Apr 2025

https://github.com/marcellofabrizio/pathing-with-qlearning

QLearning project for the Artificial Intelicence class using Python

python qlearning reinforcement-learning-algorithms

Last synced: 03 Mar 2025

https://github.com/lehoangan2906/stanford-cs234-lecture-notes

Lecture Notes for Stanford CS234: Reinforcement Learning (2024 version)

cs234 reinforcement-learning reinforcement-learning-algorithms stanford-university

Last synced: 15 Jun 2025

https://github.com/ummavi/rlforge

RLForge: Modular, reusable implementations of Deep-RL algorithms

deep-reinforcement-learning reinforcement-agents reinforcement-learning reinforcement-learning-algorithms

Last synced: 14 Mar 2025

https://github.com/alexzajac/muzero_experiments

A set of experiments and human-playing comparisons with the Muzero agent from Google DeepMind, made as part of a research project with l'école polytechnique.

artificial-intelligence deepmind muzero python reinforcement-learning-algorithms

Last synced: 28 Mar 2025

https://github.com/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.

game q-learning q-learning-algorithm reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-snake-game snake-game

Last synced: 23 Jun 2025

https://github.com/accraze/random-walk

Recreating Sutton's 1988 paper "Learning to Predict by the Methods of Temporal Differences"

reinforcement-learning reinforcement-learning-algorithms

Last synced: 27 Feb 2025

https://github.com/razvan48/proiect-reinforcement-learning-rl

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

reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments

Last synced: 16 Mar 2025

https://github.com/tashi-2004/deep-learning-grid-world-q-learning

Deep Learning Grid World Q-Learning . Implement Q-learning in a 5x5 grid where an agent navigates obstacles and rewards. Train the agent with varying learning rates, visualize its progress, and see Q-values as heatmaps. Run the script to start training and view results. Contributions are welcome!

agent-based-modeling artificial-intelligence deep-learning deep-q-learning exploitation exploration machine-learning machine-learning-algorithms matplotlib-pyplot numpy python q-learning q-learning-algorithm reinforcement-learning reinforcement-learning-algorithms state-value-function training

Last synced: 25 Mar 2025

https://github.com/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.

algorithms-and-data-structures exhaustive-search genetic-algorithm python3 reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments sorting-algorithms

Last synced: 23 Apr 2025

https://github.com/e-candeloro/reinforcement-learning-maze-solver

A Python script that executes a RL algorithm (Temporal Difference/Q-Learning) that trains an agent inside a labyrinth to find the exit with the least number of steps possible

maze-solver python qlearning qlearning-algorithm reinforcement-learning reinforcement-learning-algorithms rl temporal-differencing-learning

Last synced: 16 May 2025

https://github.com/alexliap/multiagent_games

Multi-Agent games for rectangular boards. Training achieved with Q-Learning.

q-learning-algorithm reinforcement-learning reinforcement-learning-algorithms

Last synced: 15 Mar 2025

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

Reinforcement Learning Specialization | University of Alberta

q-learning-vs-sarsa reinforcement-learning-algorithms td-learning

Last synced: 07 Apr 2025

https://github.com/nrjsbudhe/robotic-warehouse-automation-using-reinforcement-learning

Implemented Reinforcement Learning Algorithms to Automate Path Finding process in Robotic Warehouse Environments | Q-Learning | TD Learning | Monte Carlo Methods | Dynamic Programming

automation reinforcement-learning-algorithms robotics

Last synced: 11 Mar 2025

https://github.com/legalaspro/marl-ppo-suite

Clean, documented implementations of PPO-based algorithms for cooperative multi-agent reinforcement learning, focusing on SMAC environments. Features MLP and RNN-based MAPPO with various normalization techniques.

mappo multiagent-learning multiagent-reinforcement-learning multiagents pytorch reinforcement-learning-algorithms rnn-gru rnn-pytorch smac starcraft2

Last synced: 10 Apr 2025

https://github.com/justanothercoder/rl_methods

Implementation of different Reinforcement learning (RL) methods

reinforcement-learning reinforcement-learning-algorithms

Last synced: 14 Mar 2025

https://github.com/xueeinstein/vfo

Option Discovery from Visual Features in Deep Reinforcement Learning

options reinforcement-learning-algorithms

Last synced: 14 May 2025

https://github.com/ttitcombe/a3c

PyTorch implementation of Asynchronous (and Synchronous) Advantage Actor Critic

a2c a3c advantage-actor-critic pytorch pytorch-implementation reinforcement-learning reinforcement-learning-algorithms

Last synced: 18 Feb 2025

https://github.com/ikkihou/myrl

My personal Deep Reinforcement Learning implementations in Rust

reinforcement-learning-algorithms rust

Last synced: 10 Apr 2025

https://github.com/kaylaipp/racetracereinforcementlearning

Various Reinforcement Learning Algorithms on Racetrack Simulations

python q-learning reinforcement-learning reinforcement-learning-algorithms sarsa-algorithm

Last synced: 12 Mar 2025

https://github.com/rahulbhoyar1995/coursera-ml-specialisation-certification

Explore my journey through the Coursera Machine Learning Specialization with this repository. Access practice materials, code implementations, and learning notes to enhance your understanding of machine learning concepts.

deep-learning deep-neural-networks machine-learning machine-learning-algorithms python3 reinforcement-learning-algorithms supervised-learning unsupervised-learning

Last synced: 05 Mar 2025

https://github.com/rey-allan/rl

:brain: Implementation of various Reinforcement Learning algorithms.

machine-learning reinforcement-learning reinforcement-learning-algorithms sutton-barto-book

Last synced: 02 Apr 2025

https://github.com/jolares/replicate-sutton-1998-td-lambda-experiments

Replicates the Random Walk Experiments from Sutton's 1998 paper "Learning to predict by the methods of Temporal Differences"

multi-step-ahead-forecasting reinforcement-learning-algorithms td-lambda

Last synced: 22 Mar 2025

https://github.com/epignatelli/rl-basics

A collection of canonical Reinforcement Learning algorithms in jax, python

dynamic-programming mdp monte-carlo q-learning reinforcement-learning reinforcement-learning-algorithms rl sarsa

Last synced: 02 Mar 2025

https://github.com/bergio13/rl-algos

Implementation of reinforcement learning algorithms in julia

julia reinforcement-learning reinforcement-learning-algorithms rl

Last synced: 06 Apr 2025

https://github.com/pockerman/scala_ml

Implementation of machine learning and reinforcement learning algorithms in Scala

machine-learning-algorithms reinforcement-learning-algorithms scala

Last synced: 24 Feb 2025

https://github.com/anoncheg1/rl-learning

Numpy only implementations of RL algorithms

reinforcement-learning-algorithms

Last synced: 27 Mar 2025

https://github.com/raulbatalha/reinforcement_learning_to_get_device_screen

This is a Python codebase that includes several classes and functions for a reinforcement learning agent that learns to navigate an environment.

adb android machine-learning machine-learning-algorithms reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms

Last synced: 04 Apr 2025

https://github.com/siddk/rl-kitchen-sink

PyTorch Implementations of Standard Deep RL Algorithms (including REINFORCE, A2C, PPO)

a2c ppo pytorch pytorch-rl reinforce reinforcement-learning reinforcement-learning-algorithms

Last synced: 04 Apr 2025

https://github.com/christopher-beckham/comp767

All my presentations/reports + final project for the COMP767 reinforcement learning class at McGill.

deep-learning lasagne reinforcement-learning reinforcement-learning-algorithms theano

Last synced: 04 Apr 2025

https://github.com/xujiuqing2023/marl-ppo-suite

Clean, documented implementations of PPO-based algorithms for cooperative multi-agent reinforcement learning, focusing on SMAC environments. Features MLP and RNN-based MAPPO with various normalization techniques.

mappo multiagent-learning multiagent-reinforcement-learning multiagents pytorch reinforcement-learning-algorithms rnn-gru rnn-pytorch smac starcraft2

Last synced: 13 Apr 2025