q-learning-algorithm

Here are 127 public repositories matching this topic...

linesd / tabular-methods

Tabular methods for reinforcement learning

Updated Jul 3, 2020
Python

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-learning q-learning dqn reinforcement-learning-algorithms continuous-control naf ddpg-algorithm prioritized-experience-replay normalized-advantage-functions q-learning-algorithm n-step-bootstrapping

Updated Feb 16, 2021
Jupyter Notebook

PoCInnovation / Open-Zero

Sponsor

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

reinforcement-learning pytorch a3c deepmind chess-ai gym-environment a3c-algorithm q-learning-algorithm

Updated Sep 11, 2021
Python

TimKoornstra / automatic-piano-fingering

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

python reinforcement-learning q-learning piano piano-fingering fingering q-learning-algorithm

Updated Oct 15, 2021
Python

bahadiraraz / paper-game

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Turn based strategy game with AI

game python pygame keras-tensorflow q-learning-algorithm

Updated Mar 4, 2023
Python

akshayratnawat / ReachingTargetLocation_ReinforcementLearning_Webots

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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

Updated Jun 17, 2021
Python

ftmoztl / car-parking-with-reinforcement-learning

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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

Updated Oct 1, 2023
Jupyter Notebook

CristianCosci / Reinforcement_Learning_Mouse_vs_Cat

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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

Updated Apr 16, 2024
Python

StepanTita / q-learning

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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

Updated Aug 11, 2023
Python

MauroLuzzatto / Q-Learning-Demo-Play-nChain

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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

Updated Oct 8, 2023
Jupyter Notebook

imm-rl-lab / q-learning_with_bounded_naf

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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

Updated Sep 30, 2022
Python

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

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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

Updated Feb 15, 2021
Python

Mhijazi16 / Game-Optimization

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🕹️ 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

Updated May 29, 2024
C++

Shyamyar / grid-path-qlearning

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

reinforcement-learning pathfinding q-learning-algorithm

Updated Jun 26, 2021
Python

nilskruse / mdp

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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

Updated Nov 1, 2023
Rust

sahandkhoshdel99 / Intelligent-Systems-ML-

Star

ghazaleh-mahmoodi / Neural_Networks

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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

Updated Aug 12, 2022
Jupyter Notebook

LauraKarimova / Big_Data_Research_Project

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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.

reinforcement-learning deep-q-network model-free-rl q-learning-algorithm

Updated Feb 19, 2023
Jupyter Notebook

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

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

gymnasium q-learning-algorithm

Updated Dec 6, 2024
Python

hussein-shamy / Bachelor-Thesis

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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.

fpga thesis 5g self-organizing-network q-learning-algorithm ai-accelerators

Updated Jul 20, 2024
TeX

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q-learning-algorithm

Here are 127 public repositories matching this topic...

linesd / tabular-methods

BY571 / Normalized-Advantage-Function-NAF-

PoCInnovation / Open-Zero

TimKoornstra / automatic-piano-fingering

bahadiraraz / paper-game

akshayratnawat / ReachingTargetLocation_ReinforcementLearning_Webots

ftmoztl / car-parking-with-reinforcement-learning

CristianCosci / Reinforcement_Learning_Mouse_vs_Cat

StepanTita / q-learning

MauroLuzzatto / Q-Learning-Demo-Play-nChain

imm-rl-lab / q-learning_with_bounded_naf

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

Mhijazi16 / Game-Optimization

Shyamyar / grid-path-qlearning

nilskruse / mdp

sahandkhoshdel99 / Intelligent-Systems-ML-

ghazaleh-mahmoodi / Neural_Networks

LauraKarimova / Big_Data_Research_Project

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

hussein-shamy / Bachelor-Thesis

Improve this page

Add this topic to your repo