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Joshua Lee Kai Sheng's Projects

addressbook-level1 icon addressbook-level1

A Java sample application for students. An AddressBook application written in procedural fashion.

addressbook-level2 icon addressbook-level2

A Java sample application for students. An AddressBook application that uses OOP basics.

hey-waldo icon hey-waldo

Labeled images of the Where's Waldo puzzle for use in classification and image recognition problems.

irl-imitation icon irl-imitation

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

lightpomcp icon lightpomcp

A lightweight implementation of the POMCP algorithm

mctsnet icon mctsnet

A PyTorch implementation of DeepMind's MCTSnet

nusmods icon nusmods

🏫 Unofficial course planning platform for National University of Singapore.

object-detection-via-hog-svm icon object-detection-via-hog-svm

This is an application of Object detection using Histogram of Oriented Gradients (HOG) as features and Support Vector Machines (SVM) as the classifier. Implemented in python, the following libraries are requires

overcooked_ai icon overcooked_ai

A benchmark environment for fully cooperative multi-agent performance.

pomcp icon pomcp

Implementation of Partially Observable Monte Carlo Planning Algorithm

pomcp.jl icon pomcp.jl

Julia Implementation of the POMCP algorithm for solving POMDPs

pomdps.jl icon pomdps.jl

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

pypomdp icon pypomdp

Python implementation of POMDP framework and PBVI & POMCP algorithms.

waldofinder icon waldofinder

find Waldo in any image using OpenCV using feature matching and template maching

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