MehdiShahbazi/DQN-Frozenlake-Gymnasium

This repo implements Deep Q-Network (DQN) for solving the Frozenlake-v1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 in both 4x4 and 8x8 map sizes.

Language: Python - Size: 1.32 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 2

Urinx/ReinforcementLearning

Reinforcing Your Learning of Reinforcement Learning

Language: Python - Size: 118 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 94 - Forks: 22

moripiri/Reinforcement-Learning-on-FrozenLake

Reinforcement Learning Algorithms in FrozenLake-v1

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FareedKhan-dev/Reinforcement-Learning-on-Frozen-Lake-v1-openAI-gym

Using the OpenAI Gym library, I implemented two reinforcement learning algorithms in the Frozen Lake environment.

Language: Python - Size: 192 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 2

reza-chehreghani/AI-Project-3-RL-LSTM-Search

Reinforcement Learning, Long Short-Term Memory (LSTM), and Search Algorithms with Practical Applications in Python and TensorFlow.

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antonio-f/Dynamic-Programming

Algorithms for Policy Evaluation, Estimation of Action Values, Policy Improvement, Policy Iteration, Truncated Policy Evaluation, Truncated Policy Iteration, Value Iteration . From Udacity's Deep Reinforcement Learning Nanodegree program.

Language: Jupyter Notebook - Size: 179 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 4

mathcrin/IA_Raisonnement_Python-Java

Tous les types d'IA en TP Python/Java que nous avons utilisés en Master 1, basés sur les travaux d'Emmanuel Adam

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hallvardnmbu/reinforcement-learning

Modern applied deep learning with reinforcement methodology.

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School-Semester-Summaries/AI-semester-6

The cooler AI semester

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BinaryChrisEntropy/FrozenLake

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m4mbo/frozenlake-ddq-learning

This repository showcases the implementation of a Double Deep Q-Learnig algorithm for the FrozenLake environment from Open AI's gym library.

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MohammadAsadolahi/Reinforcement-Learning-solving-a-simple-4by4-Gridworld-using-Monte-Carlo-in-python

solving a simple 4*4 Gridworld almost similar to openAI gym frozenlake using Monte-Carlo method Reinforcement Learning

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MohammadAsadolahi/Reinforcement-Learning-solving-a-simple-4-4-Gridworld-using-TD0-evaluation-method-in-python

solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using Temporal difference method Reinforcement Learning

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MrShininnnnn/SARSA-Frozen-Lake

An implementation of a SARSA agent to learn policies in the Frozen Lake environment from OpenAI gym.

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0x1DA9430/Q-Learning-FrozenLake-Solver

Solving Frozen Lake Problem with Q-learning

Language: Python - Size: 7.2 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 110 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

jayanthd04/Q-learning-Frozen-Lake-and-taxi

Implementation of Q-learning Algorithm on FrozenLake and Taxi environments

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dmitrijsc/practical-rl

Reinforcement learning in Julia. Solving OpenAI gym.

Language: Julia - Size: 45.9 KB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 43 - Forks: 3

Abrarulhassan-786/FrozenLake

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

Language: Python - Size: 107 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

ariankhanjani/Frozen-Lake-Openai-Gym

Implementation of RL Algorithms in Openai Gym Frozen-Lake Environment

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4rn3/KTA_q_learning

Project for my KTA ( IM0702-232411M) course In our project, we are tasked with learning an agent to traverse a frozen lake without falling into the water. The agent learns by trial-and-error, adjusting the actions it takes based on the rewards it received in the past.

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alvinwan/bots-for-atari-games

Bots for Atari Games using Reinforcement Learning

Language: Python - Size: 25.4 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 9

renan-siqueira/reinforcement-learning-frozen-lake

This project aims to explore the basic concepts of Reinforcement Learning using the FrozenLake environment from the OpenAI Gym library.

Language: Python - Size: 89.8 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 4

pagrim/FrozenLake

Q-learning agent to solve the frozen lake problem from the OpenAI gym

Language: Python - Size: 464 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

hoangchunghien/Frozen-Lake

Implement dynamic programming to solve an AI frozen lake problem.

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willdphan/frozen-lake

Frozen Lake Q-Learning RL

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MohammadAsadolahi/Reinforcement_Learning_solving_a_simple_4_4_Gridworld_using_SARSA-in-python

solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using SARSA Temporal difference method Reinforcement Learning

Language: Jupyter Notebook - Size: 111 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

zhangyifengdavid/ME5406_Course_Project

Part 1 project for ME5406 in NUS

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adesgautam/Reinforcement-Learning

Reinforcement learning algorithms to solve OpenAI gym environments

Language: Python - Size: 493 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1

qiulinlx/Frozenlake

Coding Challenge: Build the FrozenLake Environment from OpenAI Gym using Jax

Language: Python - Size: 46.9 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

LachubCz/DQN-using-Numpy

Implementation of DQN using just Numpy (SFC project)

Language: Python - Size: 2.76 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

hjorvardr/RL_Library

An implementation of main reinforcement learning algorithms: solo-agent and ensembled versions.

Language: Python - Size: 240 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 1

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.

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iiShreya/Q_Learning_with_FrozenLake

Part 1: 1. 4x4 grid environment 2. non-slippery environment 3. Q-learning Algorithm

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wikke/Reinforcement_Learning

Series of Reinforcement Learning: Q-Learning, Sarsa, SarsaLambda, Deep Q Learning(DQN)；一些列强化学习算法，玩OpenAI-gym游戏

Language: Python - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 2

being-aerys/Distributed_Reinforcement_Learning_with_Intel-DevCloud

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prakhargurawa/Reinforcement-Learning

Work-related to Agents, Multi-Agents and Reinforcement Learning

Language: Jupyter Notebook - Size: 464 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

sachdevkartik/Reinforcement-Learning

Implementations of Reinforcement Learning algorithms

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rusty-sj/Reinforcement-Learning-Algorithms-with-Ray-Framework-and-Intel-DevCloud

Implementation of certain crucial algorithms in the field of reinforcement learning.

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Charan619/Frozen-Lake-Runner-RL

Uses Q learning to give instructions to a skater on slippery ice(stochastic model) to reach his goal.

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Bartosz-D3V/FrozenLake_v0

FrozenLake - OpenAI's exercise resolved with Q-learning algorithm

Language: Java - Size: 21.5 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

krisha01/Reinforcement-Learning---Q-learning

Reinforcement Learning practice for Taxi-v-3 and Frozen Lake environments

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raajtilaksarma/frozen-pukhuri

An implementation and visualization of frozen lake reinforcement learning example from Open AI Gym

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rezazzr/policy_gradient_reinforcement_learning

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rezazzr/GVF_SR_reinforcement_learning

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Develop-Packt/Introduction-to-Deep-Q-Learning

The module covers different Q learning algorithms using Open AI and FrozenLake.

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kimjinho1/deep_reinforcement_learning

EATED 2018 DQN을 이용한 고전게임 강화학습

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omaraflak/FrozenLake-QLearning

Resolving the FrozenLake problem from OpenAI Gym.

Language: Python - Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0