InTDS ArchivebyAnson Wong·Feb 24, 2019XY Universe: A 2D Particle Survival Environment for Deep Reinforcement LearningWe provide here XY Universe: a 2D particle survival environment for training your Deep Reinforcement Learning agents to stay alive as long…
InTDS ArchivebyAnson Wong·Jul 30, 2018Deep Learning Bobblehead AnimationsMulti-pose estimation is currently a state-of-the-art deep learning approach in computer vision for detecting humans and their joints in an…A response icon1A response icon1
InTDS ArchivebyAnson Wong·Jul 3, 2018Introduction to Model Trees from scratchA Decision Tree is a powerful supervised learning tool in Machine Learning for splitting up your data into separate “islands” recursively…A response icon7A response icon7
InTDS ArchivebyAnson Wong·Dec 16, 2017Building a Similar Images Finder without any training!In this article, we will build a similar images finder by dissecting the trained weights of the image object-classifier VGG and using it to…A response icon5A response icon5
InTDS ArchivebyAnson Wong·Oct 16, 2017Coding up a Neural Network classifier from scratchHigh-level deep learning libraries such as TensorFlow, Keras, and Pytorch do a wonderful job in making the life of a deep learning…
InTDS ArchivebyAnson Wong·Oct 2, 2017Solving the Hunter-Prey problem as a single-agent problemIn this article, we discuss how to reduce a double-agent Hunter-Prey problem on a (N, N) grid to a single-agent Grid World problem on a…
InTDS ArchivebyAnson Wong·Sep 28, 2017Training an Agent to beat Grid WorldWhat is Grid World? Grid World is a 2D rectangular grid of size (Ny, Nx) with an agent starting off at one grid square and trying to move…A response icon2A response icon2
InTDS ArchivebyAnson Wong·Sep 25, 2017Solving the Multi-Armed Bandit ProblemThe multi-armed bandit problem is a classic reinforcement learning example where we are given a slot machine with n arms (bandits) with…A response icon5A response icon5
InTDS ArchivebyAnson Wong·Aug 13, 2017Similar Image Retrieval using AutoencodersIn this article, we will explain how autoencoders can be used for finding similar images in an unlabeled image dataset. Along with this, we…A response icon2A response icon2
