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A Convolutional Neural Network built from scratch - Assignment for Advanced Computer Vision course at University of Michigan, Ann Arbor
Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow
Collection of Deep Reinforcement Learning algorithms
Deep learning code by Hinton
Simple deep q-learning implementation. Makes use of a modified version of my q-learning script, and neural network implementation.
multi-layer feed-forward neural networks.
Classification of images in CIFAR 10 dataset uding a deep convolutional neural network architecture. The backpropagation formulae have been derived for the CNN and accordingly the algorithm developed. Mini batch gradient descent is used to learn the biases and filters of the network.
2048 playing agent using deep Q-learning in Matlab.
Unity Machine Learning Agents Toolkit
random search, hill climbing, policy gradient
Policy Gradient based controller for simple 2D modular arm
Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied to stabilize an inverted pendulum system and achieve optimal control. So essentially, the concept of Reinforcement Learning Controllers has been established. The Reinforcement Learning Controllers have been compared on the basis of performance and efficiency and they are separately compared with the classical Linear Quadratic Regulator Controller. Each of the RL controller have been integrated with a Swing up controller. A virtual switch toggles between the Swing up controller and the RL controller automatically, based on the value of the angular deviation theta with respect to the vertical plane. My research paper and my undergraduate thesis have been uploaded for reference. All the codes have also been uploaded.
Simple Reinforcement learning tutorials
A simple Python script showing how the backpropagation algorithm works.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.