q-learning-algorithm

There are 1 repository under q-learning-algorithm topic.

• linesd / tabular-methods

  Tabular methods for reinforcement learning

  reinforcement-learningreinforcement-learning-algorithmsreinforcement-learning-agentgridworldgridworld-environmentgridworld-cliffcliffwalkingvalue-iterationpolicy-iterationpolicy-evaluationtabular-methodstabular-environmentstabular-q-learningq-learningq-learning-vs-sarsasarsasarsa-learningsarsa-algorithmq-learning-algorithmalgorithm
  Language:Python 38

• BY571 / Normalized-Advantage-Function-NAF-

  PyTorch implementation of the Q-Learning Algorithm Normalized Advantage Function for continuous control problems + PER and N-step Method

  reinforcement-learningreinforcement-learning-algorithmsq-learningq-learning-algorithmcontinuous-controlddpg-algorithmdqnnafnormalized-advantage-functionsprioritized-experience-replayn-step-bootstrapping
  Language:Jupyter Notebook 28

• TimKoornstra / automatic-piano-fingering

  This repository contains the code for automatically generating piano fingerings using a reinforcement learning agent that uses Q-Learning.

  reinforcement-learningq-learningq-learning-algorithmpianopiano-fingeringfingeringpython
  Language:Python 15

• PoCInnovation / Open-Zero

  Open-zero is a research project aiming to realize the various projects of the company DeepMind

  a3ca3c-algorithmpytorchchess-aigym-environmentdeepmindreinforcement-learningq-learning-algorithm
  Language:Python 13

• akshayratnawat / ReachingTargetLocation_ReinforcementLearning_Webots

  The objective is to teach robot to find and reach the target object in the minimum number of steps and using the shortest path and avoiding any obstacles such as humans, walls, etc usinf reinforcement learning algorithms.

  reinforcement-learningwebotspolicy-gradientdeterministic-policy-gradientsq-learning-algorithmdeep-reinforcement-learningdeepq-learningddpg-algorithmroboticsepuck-robot
  Language:Python 12
• paper-game

  bahadiraraz / paper-game

  Turn based strategy game with AI

  gamekeras-tensorflowpygamepythonq-learning-algorithm
  Language:Python 12

• ftmoztl / car-parking-with-reinforcement-learning

  Q-learning application to find an optimal parking slot

  agent-based-modelingcar-parkingdynamic-programminghyperparameter-tuningoptimizationpillowpython-3q-learning-algorithmreinforcement-learning
  Language:Jupyter Notebook 8

• CristianCosci / Reinforcement_Learning_Mouse_vs_Cat

  Two intelligent agents (cat and mouse) compete with each other to achieve their goal. Agents are trained through reinforcement learning (Q-learning).

  artificial-intelligencepygameq-learning-algorithmreinforcement-learningreinforcement-learning-agentreinforcement-learning-environments
  Language:Python 5

• imm-rl-lab / q-learning_with_bounded_naf

  The implementation for the paper Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis // NeurIPS 2022

  nafoptimal-controlq-learningq-learning-algorithmreinforcement-learningreinforcement-learning-algorithmsreinforcement-learning-environments
  Language:Python 5

• StepanTita / q-learning

  a Python-based platformer infused with Q-Learning and dynamic level creation from simple JSON files.

  epsilon-greedygame-aimachine-learningmachine-learning-algorithmsplatformer-gamepythonq-learningq-learning-algorithmreinforcement-learningreinforcement-learning-algorithmsreinforcement-learning-environmentsreinforcement-learning-playground
  Language:Python 5

• AntoniovanDijck / BlackJackRL

  Deep Q Learning blackbox strategies for casino games

  blackjackdeep-learningdeep-neural-networksdeep-q-networkdeep-reinforcement-learningmachine-learningmlxmuzeroq-learning-algorithmreinforcement-learningreinforcement-learning-algorithmsrlxtensorflowtorch
  Language:Jupyter Notebook 4

• MauroLuzzatto / Q-Learning-Demo-Play-nChain

  This repository contains a Jupyter Notebook with an implemenation of a Q-Learning Agent, which learns to solve the n-Chain OpenAI Gym environment

  openai-gymreinforcement-learningpythonjupyter-notebookq-learningq-learning-algorithmdemogym
  Language:Jupyter Notebook 4

• Mhijazi16 / Game-Optimization

  🕹️ Welcome to Game-Optimization, a repository dedicated to exploring and implementing various optimization algorithms to solve complex games. This project initially focuses on solving the classic game Sokoban using the Q-learning algorithm, with plans to extend to genetic algorithms and other optimization techniques in the future.

  cppgamesgenetic-algorithmoptimization-algorithmsq-learningq-learning-algorithmsokoban-game
  Language:C++ 4

• Shyamyar / grid-path-qlearning

  Docking robot in a grid environment trained it with Q-learning

  pathfindingq-learning-algorithmreinforcement-learning
  Language:Python 4

• viniciusenari / Q-Learning-and-SARSA-Mountain-Car-v0

  Demonstration of Q-Learning and SARSA algorithms utilizing Python and OpenAI GYM

  machine-learningpythonq-learningq-learning-algorithmq-learning-vs-sarsareinforcement-learningsarsa-algorithmsarsa-learning
  Language:Python 4

• ChaitanyaC22 / Numerical_TicTacToe_Agent_using_Reinforcement_Learning

  Build an RL (Reinforcement Learning) agent that learns to play Numerical Tic-Tac-Toe. The agent learns the game by Q-Learning.

  actionsconvergenceepisodesepsilon-decayepsilon-greedyhyperparameter-tuninglearning-ratemarkov-decision-processmdp-frameworkmodel-buildingpolicyq-learningq-learning-algorithmq-valueq-value-iterationreinforcement-learningrewardsrlstates
  Language:Jupyter Notebook 3

• nilskruse / mdp

  Markov decision process master thesis

  markov-decision-processesmdpq-learningq-learning-algorithmq-learning-lambdareinforcement-learningreinforcement-learning-algorithmsreinforcement-learning-environmentsrustsarsasarsa-lambda
  Language:Rust 3

• sahandkhoshdel99 / Intelligent-Systems-ML-

  naive-bayes-classifiersvm-classifierneural-networksq-learning-algorithmgenetic-algorithmgradient-descentstochastic-gradient-descentbootsrappingdecision-treessimulated-annealingfuzzy-systemsoptimzationarmijo-backtrackbias-variance-tradeoffclustering-algorithmsknn-classifieraffinity-propagationk-means-clusteringrandom-forest-classifiermlp-classifier
  Language:Jupyter Notebook 3

• ghazaleh-mahmoodi / Neural_Networks

  This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.

  mlphopfield-networkkohonen-mapgenetic-algorithmfuzzy-logickerasmnistpythoncnnconvolutional-neural-networksadaboostartfully-connected-deep-neural-networklvqneural-networksq-learning-algorithmfrozenlakemountaincar-coninuous
  Language:Jupyter Notebook 2

• hussein-shamy / Bachelor-Thesis

  A collaborative repository for our Bachelor's thesis, focused on optimizing the Cell Outage Compensation (COC) algorithm in Self-Organizing Networks (SONs). Leveraging AI-Hardware Acceleration, the project aims to bolster 5G network reliability, particularly for emerging technologies like autonomous driving.

  5gai-acceleratorsfpgaq-learning-algorithmself-organizing-networkthesis
  Language:TeX 2

• LauraKarimova / Big_Data_Research_Project

  The 3D bin packing problem is a combinatorial optimization problem that involves fitting a given set of items of various sizes into a container of a specific size such that the total volume of the items is as close to the volume of the container as possible.

  model-free-rlq-learning-algorithmreinforcement-learningdeep-q-network
  Language:Jupyter Notebook 2

• marcocolangelo / Computational-Intelligence

  The content of this repository will be inherent to the Computational Intelligence course at Polytechnic University of Turin academic year 2023/2024

  episodic-memoryevolutionary-algorithmsevolutionary-strategygenetic-algorithmintelligence-analysispath-search-algorithmq-learning-algorithmreinforcement-learningsteady-state-analysismcts-implementationsmonte-carlo-tree-search
  Language:Jupyter Notebook 2

• officialarijit / DQLFS

  Dynamic Q-Learning Based Feature Selection approach

  machine-learningq-learning-algorithmq-learning
  Language:MATLAB 2

• phamduyaaaa / Play-All-ToyText-with-Q-Learning

  Q-Learning applied to Gymnasium's Toy Text environments: FrozenLake, CliffWalking, BlackJack, and Taxi.

  gymnasiumq-learning-algorithm
  Language:Python 2

• Samthesimpsons / Project-Reinforcement-Learning-Wordle-Solver

  SUTD 50.021 Artificial Intelligence Project - Wordle Solver using Reinforcement Learning

  agglomerative-clusteringlevenshtein-distancepythonq-learning-algorithmreinforcement-learning-algorithmswordle-solver
  Language:Python 2

• shahriarivari / Diabete_RL

  using Rl an agent learns how much insulin to pump.

  matlabq-learning-algorithmreinforcement-learning
  Language:MATLAB 2

• showman-sharma / taxi-v3-learning

  In this project, we tried two different Learning Algorithms for Hierarchical RL on the Taxi-v3 environment from OpenAI gym. SMDP Q-Learning and Intra Option Q-Learning and contrasted them with two other methods that involve hardcoding based on human understanding. We conclude that the solutions learnt by machine are way superior than humans for this problem. Intra Option Q-Learning outperforms SMDP Q-Learning because of better usage of the SARS samples (similar to experience replay). Our algorithms even outperform the Hardcoded Agent. We also demonstrated and concluded the strong effectiveness of state compression on the model performance.

  machine-learningopenai-gymq-learning-algorithmreinforcement-learningsemi-markov-decision-processtaxi-v3opengy
  Language:Jupyter Notebook 2

• vishal815 / Tictactoe_q_learing_ML

  Tic-Tac-Toe Q-Learning is a beginner-friendly example of using reinforcement learning.

  github-projectmachine-learningpython-projectq-learningq-learning-algorithmreinforcement-learningreinforcement-learning-algorithmstic-tac-toetictactoe-gametictactoe-pythonvishallazrusq-tablereinforcement-learning-environmentsreinforcementlearning
  Language:Jupyter Notebook 2

• VOCdevShy / Q-Learning_Frozen_Lake

  Made with the gym package from the farama foundation, this project is an hyper detailed version of the Q-Learning reinforcement on the Frozen lake's game.

  agentaiartificial-intelligencedetailedfrozenlakegymgymnasiummachine-learningpythonq-learningq-learning-algorithmreinforcement-learning
  Language:Python 2

• AmirInt / reinforcement_living

  Playing games using Reinforcement Learning. As part of the MITx course on machine learning with Python - from linear models to deep learning

  deep-q-learningdeep-q-networkq-learningq-learning-algorithmreinforcement-learningreinforcement-learning-agentreinforcement-learning-algorithms
  Language:Python 1

• jeffasante / ant-colony-rl

  An interactive JavaScript simulation of ant colonies using reinforcement learning (Q-learning), showcasing real-time foraging, pheromone trails, and emergent swarm intelligence.

  mathematical-modellingq-learning-algorithmreinforcement-learningswarm-intelligencevanilla-javascript
  Language:HTML 1

• Jenson073 / Q-learning_trading

  This project is a simplified approach to algorithmic trading and provides insights into the application of reinforcement learning in financial markets. It can serve as a foundational step towards building more sophisticated trading strategies using machine learning and artificial intelligence.

  q-learning-algorithmreinforcement-learningtrading-algorithms
  1

• Jenson073 / Reinforment-learning_cartpole

  This project serves as an introduction to Deep Q-Learning and reinforcement learning concepts. The trained agent learns to balance the cart-pole system through iterative training and evaluation. You can modify the environment or parameters to further experiment with different reinforcement learning strategies.

  cart-poleq-learning-algorithmreinforcement-learning
  1

• SarahAbuirmeileh / AI-SokobanGame

  C++ program implements Sokoban game to solve it with AI reinforcement algorithm (Q-learning ALG).

  aiai-algorithmcpluspluscppq-learningq-learning-algorithmreinforcement-learningreinforcement-learning-algorithmssokobansokoban-game
  Language:C++ 1

• SarahAbuirmeileh / QLearningAlgorithm

  C++ implementation of the Q-Learning algorithm applied to a simple grid world problem

  aiai-algorithmai-algorithmscplusplusq-learningq-learning-algorithmqlearningqlearning-algorithm
  Language:C++ 1

• sergi-s / Special-Topics-in-Artificial-Intelligence

  Porjects for Algorithmic Techniques for Artificial Intelligence

  algorithmsastar-algorithmbfs-searchbidirectional-searchconnect4-gamedfs-searchgametheorygraph-search-algorithmshtml-css-javascriptiddfs-algorithmjavascriptminmax-algorithmminmax-alpha-beta-pruningnegamax-algorithmpathfindingq-learning-algorithmreinforcement-learningsearch-algorithmtransposition-tabletree-search
  1