Ecosyste.ms: Repos
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GitHub topics: frozenlake
moripiri/Reinforcement-Learning-on-FrozenLake
Reinforcement Learning Algorithms in a simple Gridworld
Language: Jupyter Notebook - Size: 19.8 MB - Last synced: 4 days ago - Pushed: 18 days ago - Stars: 12 - Forks: 0
hallvardnmbu/reinforcement-learning
Modern applied deep learning with reinforcement methodology.
Language: Jupyter Notebook - Size: 74.8 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 1 - 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: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0
jayanthd04/Q-learning-Frozen-Lake-and-taxi
Implementation of Q-learning Algorithm on FrozenLake and Taxi environments
Language: Jupyter Notebook - Size: 7.81 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0
omaraflak/FrozenLake-QLearning
Resolving the FrozenLake problem from OpenAI Gym.
Language: Python - Size: 1.95 KB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 0
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: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0
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: 189 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 1
School-Semester-Summaries/AI-semester-6
The cooler AI semester
Language: Jupyter Notebook - Size: 148 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
ariankhanjani/Frozen-Lake-Openai-Gym
Implementation of RL Algorithms in Openai Gym Frozen-Lake Environment
Language: Jupyter Notebook - Size: 2.71 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 0
Urinx/ReinforcementLearning
Reinforcing Your Learning of Reinforcement Learning
Language: Python - Size: 118 MB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 84 - Forks: 21
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.
Language: Jupyter Notebook - Size: 1.58 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
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: 4 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 2
Chaoukia/Reinforcement-Learning-course
A Reinforcement Learning course with classic examples of agents trained on gym environments.
Language: Python - Size: 1.65 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0
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.
Language: Jupyter Notebook - Size: 224 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0
pagrim/FrozenLake
Q-learning agent to solve the frozen lake problem from the OpenAI gym
Language: Python - Size: 464 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1
hoangchunghien/Frozen-Lake
Implement dynamic programming to solve an AI frozen lake problem.
Language: Jupyter Notebook - Size: 52.7 KB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0
willdphan/frozen-lake
Frozen Lake Q-Learning RL
Language: Jupyter Notebook - Size: 29.3 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0
leokan92/pdppo
Post-Decision Proximal Policy Optimization with Dual Critic Networks for Accelerated Learning
Language: Python - Size: 693 KB - Last synced: 10 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0
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: 10 months ago - Pushed: 10 months ago - Stars: 3 - Forks: 0
zhangyifengdavid/ME5406_Course_Project
Part 1 project for ME5406 in NUS
Language: Jupyter Notebook - Size: 7.15 MB - Last synced: 5 days ago - Pushed: almost 3 years ago - Stars: 7 - Forks: 1
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: 0 Bytes - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0
adesgautam/Reinforcement-Learning
Reinforcement learning algorithms to solve OpenAI gym environments
Language: Python - Size: 493 KB - Last synced: 4 months ago - Pushed: about 4 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: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
MrShininnnnn/SARSA-Frozen-Lake
An implementation of a SARSA agent to learn policies in the Frozen Lake environment from OpenAI gym.
Language: Jupyter Notebook - Size: 200 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 3
dmitrijsc/practical-rl
Reinforcement learning in Julia. Solving OpenAI gym.
Language: Julia - Size: 45.9 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 40 - Forks: 4
alvinwan/bots-for-atari-games
Bots for Atari Games using Reinforcement Learning
Language: Python - Size: 25.4 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 11 - Forks: 11
LachubCz/DQN-using-Numpy
Implementation of DQN using just Numpy (SFC project)
Language: Python - Size: 2.76 MB - Last synced: about 1 year ago - Pushed: over 5 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: about 1 year ago - Pushed: over 5 years ago - Stars: 11 - Forks: 1
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: about 1 year ago - Pushed: about 5 years ago - Stars: 6 - Forks: 2
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.
Language: Jupyter Notebook - Size: 11.9 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0
iiShreya/Q_Learning_with_FrozenLake
Part 1: 1. 4x4 grid environment 2. non-slippery environment 3. Q-learning Algorithm
Language: Jupyter Notebook - Size: 462 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
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
Language: Jupyter Notebook - Size: 35.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0
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
Language: Jupyter Notebook - Size: 29.3 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1
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: about 1 year ago - Pushed: almost 7 years ago - Stars: 7 - Forks: 2
being-aerys/Distributed_Reinforcement_Learning_with_Intel-DevCloud
Language: Jupyter Notebook - Size: 10.3 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 0
prakhargurawa/Reinforcement-Learning
Work-related to Agents, Multi-Agents and Reinforcement Learning
Language: Jupyter Notebook - Size: 464 KB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0
sachdevkartik/Reinforcement-Learning
Implementations of Reinforcement Learning algorithms
Language: Jupyter Notebook - Size: 538 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0
rusty-sj/Reinforcement-Learning-Algorithms-with-Ray-Framework-and-Intel-DevCloud
Implementation of certain crucial algorithms in the field of reinforcement learning.
Language: Jupyter Notebook - Size: 4.41 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0
Charan619/Frozen-Lake-Runner-RL
Uses Q learning to give instructions to a skater on slippery ice(stochastic model) to reach his goal.
Language: Jupyter Notebook - Size: 18.6 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0
Bartosz-D3V/FrozenLake_v0
FrozenLake - OpenAI's exercise resolved with Q-learning algorithm
Language: Java - Size: 21.5 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0
krisha01/Reinforcement-Learning---Q-learning
Reinforcement Learning practice for Taxi-v-3 and Frozen Lake environments
Language: Jupyter Notebook - Size: 117 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
raajtilaksarma/frozen-pukhuri
An implementation and visualization of frozen lake reinforcement learning example from Open AI Gym
Language: Jupyter Notebook - Size: 18.6 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0
rezazzr/policy_gradient_reinforcement_learning
Language: Jupyter Notebook - Size: 909 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0
rezazzr/GVF_SR_reinforcement_learning
Language: Jupyter Notebook - Size: 854 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 2
Develop-Packt/Introduction-to-Deep-Q-Learning
The module covers different Q learning algorithms using Open AI and FrozenLake.
Language: Jupyter Notebook - Size: 82 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 1
kimjinho1/deep_reinforcement_learning
EATED 2018 DQN을 이용한 고전게임 강화학습
Language: Jupyter Notebook - Size: 211 KB - Last synced: 5 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0