q-learning-algorithm

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-learning robotics deep-reinforcement-learning policy-gradient webots ddpg-algorithm deterministic-policy-gradients deepq-learning epuck-robot q-learning-algorithm

UpdatedJun 17, 2021
Python

bahadiraraz /paper-game

Star12

Turn based strategy game with AI

game python pygame keras-tensorflow q-learning-algorithm

UpdatedMar 4, 2023
Python

ftmoztl /car-parking-with-reinforcement-learning

Star8

Q-learning application to find an optimal parking slot

reinforcement-learning optimization pillow python-3 agent-based-modeling dynamic-programming hyperparameter-tuning car-parking q-learning-algorithm

UpdatedOct 1, 2023
Jupyter Notebook

CristianCosci /Reinforcement_Learning_Mouse_vs_Cat

Star5

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

reinforcement-learning pygame artificial-intelligence reinforcement-learning-agent reinforcement-learning-environments q-learning-algorithm

UpdatedApr 16, 2024
Python

StepanTita /q-learning

Star5

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

python machine-learning reinforcement-learning machine-learning-algorithms q-learning epsilon-greedy reinforcement-learning-algorithms game-ai reinforcement-learning-playground reinforcement-learning-environments q-learning-algorithm platformer-game

UpdatedAug 11, 2023
Python

Shyamyar /grid-path-qlearning

Star4

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

reinforcement-learning pathfinding q-learning-algorithm

UpdatedJun 26, 2021
Python

MauroLuzzatto /Q-Learning-Demo-Play-nChain

Star4

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

python demo reinforcement-learning jupyter-notebook openai-gym q-learning gym q-learning-algorithm

UpdatedOct 8, 2023
Jupyter Notebook

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

Star4

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

python machine-learning reinforcement-learning q-learning sarsa-learning q-learning-vs-sarsa sarsa-algorithm q-learning-algorithm

UpdatedFeb 15, 2021
Python

imm-rl-lab /q-learning_with_bounded_naf

Star4

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

reinforcement-learning q-learning reinforcement-learning-algorithms optimal-control naf reinforcement-learning-environments q-learning-algorithm

UpdatedSep 30, 2022
Python

Mhijazi16 /Game-Optimization

Star4

🕹️ 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.

games cpp genetic-algorithm q-learning sokoban-game optimization-algorithms q-learning-algorithm

UpdatedMay 29, 2024
C++

AntoniovanDijck /BlackJackRL

Star3

Deep Q Learning blackbox strategies for casino games

machine-learning deep-neural-networks reinforcement-learning deep-learning tensorflow blackjack deep-reinforcement-learning torch reinforcement-learning-algorithms deep-q-network mlx rlx q-learning-algorithm muzero

UpdatedMar 22, 2024
Jupyter Notebook

nilskruse /mdp

Star3

Markov decision process master thesis

rust reinforcement-learning q-learning mdp reinforcement-learning-algorithms sarsa markov-decision-processes sarsa-lambda reinforcement-learning-environments q-learning-lambda q-learning-algorithm

UpdatedNov 1, 2023
Rust

lx10077 /AveQLearning

Star3

Codes for the AISTATS 2023 paper, A Statistical Analysis of Polyak-Ruppert Averaged Q-learning.

confidence-intervals q-learning-algorithm

UpdatedJul 21, 2023
Python

ChaitanyaC22 /Numerical_TicTacToe_Agent_using_Reinforcement_Learning

Star3

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

reinforcement-learning actions q-learning policy episodes convergence epsilon-greedy states rl rewards hyperparameter-tuning learning-rate model-building q-value markov-decision-process q-learning-algorithm epsilon-decay q-value-iteration mdp-framework

UpdatedJul 9, 2021
Jupyter Notebook

sahandkhoshdel99 /Intelligent-Systems-ML-

Star3

genetic-algorithm naive-bayes-classifier neural-networks gradient-descent simulated-annealing decision-trees svm-classifier bootsrapping stochastic-gradient-descent optimzation affinity-propagation k-means-clustering random-forest-classifier mlp-classifier knn-classifier fuzzy-systems bias-variance-tradeoff armijo-backtrack clustering-algorithms q-learning-algorithm

UpdatedJan 31, 2022
Jupyter Notebook

ghazaleh-mahmoodi /Neural_Networks

Star2

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

art python genetic-algorithm keras cnn mnist neural-networks convolutional-neural-networks mlp kohonen-map adaboost hopfield-network fuzzy-logic frozenlake lvq fully-connected-deep-neural-network mountaincar-coninuous q-learning-algorithm

UpdatedAug 12, 2022
Jupyter Notebook

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q-learning-algorithm

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linesd /tabular-methods

BY571 /Normalized-Advantage-Function-NAF-

TimKoornstra /automatic-piano-fingering

PoCInnovation /Open-Zero

akshayratnawat /ReachingTargetLocation_ReinforcementLearning_Webots

bahadiraraz /paper-game

ftmoztl /car-parking-with-reinforcement-learning

CristianCosci /Reinforcement_Learning_Mouse_vs_Cat

StepanTita /q-learning

Shyamyar /grid-path-qlearning

MauroLuzzatto /Q-Learning-Demo-Play-nChain

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

imm-rl-lab /q-learning_with_bounded_naf

Mhijazi16 /Game-Optimization

AntoniovanDijck /BlackJackRL

nilskruse /mdp

lx10077 /AveQLearning

ChaitanyaC22 /Numerical_TicTacToe_Agent_using_Reinforcement_Learning

sahandkhoshdel99 /Intelligent-Systems-ML-

ghazaleh-mahmoodi /Neural_Networks

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