Sina-Baharlou/Contract-Net-Protocol

An implementation of Contract-Net Protocol in an attacker/defender scenario

Language: C++ - Size: 530 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 2

milaan9/Machine_Learning_Algorithms_from_Scratch

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

Language: Jupyter Notebook - Size: 5.07 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 190 - Forks: 179

lawang24/value_iteration_demo

A modernized, interactive demo of value iteration in a 10×10 grid world, adapted from David Poole’s original demo. Visualizes how the value function and optimal policy evolve with each iteration.

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Mahmood-Anaam/infinite-horizon-dynamic-programming

This repository contains a practical application of Infinite Horizon Dynamic Programming (IHDP) techniques, demonstrated through the Frozen Lake environment and grid world examples. The repository includes a Jupyter Notebook that explores these techniques with visual aids.

Language: Jupyter Notebook - Size: 889 KB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

krichelj/AI_BGU_2021

Artificial Intelligence course, Computer Science M.Sc., Ben Gurion University of the Negev, 2021

Language: Python - Size: 463 KB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

Mahmood-Anaam/grid-world-value-iteration

An implementation of the Value Iteration algorithm for solving the Grid World problem. This project provides a function to compute the optimal value function for a grid-based environment where a robot navigates to maximize rewards while avoiding penalties.

Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

narenakash/Machine-Data-and-Learning

TLDR: Generic Algorithms, Decision Trees, Value Iteration, POMDPs, Bias-Variance. Data preprocessing using statistical techniques and visualization is crucial to understand and analyze the data before utilizing them to train a machine learning model. Several fundamental techniques for preprocessing are presented here.

Language: Python - Size: 13.6 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

pyrddlgym-project/pyRDDLGym-symbolic

Symbolic compilation of RDDL domains, Dynamic Bayes net (DBN) visualization, symbolic dynamic programming (SDP).

Language: Python - Size: 1.28 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

victor-iyi/basic-Q-learning-algorithm

Implementation of a basic Q Learning algorithm in the OpenAI's gym environment

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

nowke/rlviz

GridWorld Reinforcement Learning - Policy Iteration, Value Iteration.

Language: Vue - Size: 1.97 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

jayshah19949596/Machine-Learning-Models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

Language: Matlab - Size: 4.88 MB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 291 - Forks: 143

sidsharma22/reinforcementlearning

Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

elenaramon/artificial-intelligence-course-exercises

University course exercises

Language: Jupyter Notebook - Size: 2.58 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

Megha-Bose/Markov-Decision-Process

Computing optimal MDP policy using Value Iteration Algorithm and Linear Programming

Language: Python - Size: 2.04 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - 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 at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

elixir-code/MENACER

Machine Educable Noughts and Crosses Engine - Revived

Language: Python - Size: 254 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

NtateLephadi/ML_LAB_8

Lab 8: Reinforcement Learning

Language: C++ - Size: 95.7 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0