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

Updated Jun 17, 2021
Python

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

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

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

Samthesimpsons / Project-Reinforcement-Learning-Wordle-Solver

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SUTD 50.021 Artificial Intelligence Project - Wordle Solver using Reinforcement Learning

python levenshtein-distance reinforcement-learning-algorithms agglomerative-clustering q-learning-algorithm wordle-solver

Updated Aug 1, 2022
Python

VOCdevShy / Q-Learning_Frozen_Lake

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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.

python agent machine-learning reinforcement-learning ai q-learning artificial-intelligence gym detailed gymnasium frozenlake q-learning-algorithm

Updated Apr 15, 2024
Python

benlyazid / SNAKE_AI

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Build A neural network that can play snack Game using (D.Q.N)

machine-learning deep-learning tensorflow deep-reinforcement-learning q-learning-algorithm

Updated Aug 27, 2022
Python

jkaniuka / WSI_jan_kaniuka

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Python projects for Introduction to Artificial Intelligence course at Warsaw University of Technology.

neural-network naive-bayes-classifier evolutionary-algorithms gradient-descent q-learning-algorithm min-max-algorithm

Updated Jan 17, 2022
Python

gsiatras / TUC_Reinforcement_Deep_Learning_Algorithms_in_Poker

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Reinforcement learning algorithms in poker games

reinforcement-learning policy pytorch dqn reinforcement-learning-algorithms policy-iteration ddqn reinforcement-learning-agent q-learning-vs-sarsa dueling-ddqn q-learning-algorithm

Updated Apr 14, 2024
Python

EnriqManComp / smart-disks-d3qn

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This project aims to find a possible solution to a search problem in a given environment with two players using Deep Reinforcement Learning. Additionally, after one player finds the other, the task shifts to maintaining visibility for the longest possible time

reinforcement-learning deep-reinforcement-learning pygame pytorch q-learning-algorithm

Updated Apr 11, 2024
Python

Abrarulhassan-786 / FrozenLake

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During my Course of Ai in kiet. I was learing reinforce learning algorithm. I have implemented Q-Learnning on Frozen Lake. Great game/ also make ppt for describe code

machine-learning-algorithms artificial-intelligence-algorithms frozenlake frozenlake-v0 reinfrocement-learning q-learning-algorithm