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Name: Javad Moein
Type: User
Company: Khoury College of Computer Sciences - Northeastern University
Bio: Artificial Intelligence & Robotics
Location: Boston, Massachusetts
Name: Javad Moein
Type: User
Company: Khoury College of Computer Sciences - Northeastern University
Bio: Artificial Intelligence & Robotics
Location: Boston, Massachusetts
Explored reinforcement learning in-depth, covering key concepts like MDP, TD, Q-learning, SARSA, and MCTS. Advanced into Deep RL with DQN, Policy Gradient, and actor-critic methods (REINFORCE, DDPG, PPO). Explored Partially RL, Multi-agent RL, and Representation Learning. Applied RL in Robotics, engaging in coding exercises throughout the course.
A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
An Image Processing App: Offers GUI, Script, and Text modes. Follows MVC design. Handles multiple formats, filters, color transforms, histograms, and mosaicking. User-friendly and extensible.
In this course, we explore OOP concepts (info hiding, encapsulation, polymorphism), utilizing inheritance and composition for software reuse. We focus on OOD with UML and design patterns, highlighting unit testing. We apply design patterns (builder, command) and adhering to SOLID principles for modularity, scalability, and code readability.
In the CS 7150 deep learning course repository, we undertook three projects, each built from scratch: Fully-Connected and Convolutional Neural Networks - Recurrent Neural Networks and Transformer - Generative Adversarial Networks (GANs) and Adversarial Attacks
Introducing a novel approach that incorporates initial information, addressing observation and motion uncertainties. The methodology combines global planning in belief space with local exploration planning, enhancing exploration under realistic conditions. Code sharing is imminent, pending permission from the original author of a specific segment
MuZero
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
Skill-based Model-based Reinforcement Learning (CoRL 2022)
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.