Giter Club home page Giter Club logo

Daniel Liu's Projects

a2c_and_a3c_method icon a2c_and_a3c_method

This Repository is for my own self learning of the actor-critic method and its extension asynchronous advantage actor-critc. The material learned is from the book Deep-Reinforcement-Learning hands-on by Maxim Lapan

badminton_bot icon badminton_bot

This will be a bot that uses python magic to make an auto bot to book badminton sites

bug_fixes_and_scripts icon bug_fixes_and_scripts

This Repository is a collection of the resources I used to fix my bugs in the summer of 2022 during my machine learning internship. It also includes some external scripts I wrote outside of the plato branch

capstone icon capstone

This is the repo for which our fourth year capstone project will be created

crossentropymethod icon crossentropymethod

This Repository is dedicated to my own self learning of the reinforcement learning method Cross-Entropy Method from the book Deep Reinforcement Learning Hands-On by Maxim Lapan with comments of my own

deepqnetworks icon deepqnetworks

This Repository is for my own self learning of the reinforcement method that uses value iteration with more complex problems. In particular, it solves the pong game. Learned from the book Deep Reinforcement Learning Hands-On by Maxim Lapan with comments of my own

dqnextensions icon dqnextensions

This is an extension of DeepQNetworks Repository implementing more recent research discoveries. Created solely for my own self learning from the book Deep Reinforcement Learning Hands-On by Maxim Lapan with comments of my own

google_foobar icon google_foobar

This repo contains the code I wrote for google_foobar when I got a direct invitation from it on August 18th 2022

mapperpublic icon mapperpublic

A demo of the mapper project created in ECE297 and some personal lessons and reflections

openai-gym icon openai-gym

This repository focuses on the idea of reinforcement learning using environments from the library Gym. Created solely for my own self-learning from book DeepDeep Reinforcement Learning Hands-On by Maxim Lapan with comments of my own

pytorch_basics icon pytorch_basics

This Repository is for my own learning on the Python Library PyTorch from the book Deep Reinforcement Learning Hands-On by Maxim Lapan with comments of my own

qmethod icon qmethod

This Repository is dedicated to my own self-learning of two reinforcement learning method called Q-learning and V-Learning from the book Deep Reinforcement Learning Hands-On by Maxim Lapan with comments of my own

reinforcemethod icon reinforcemethod

This Repository is dedicated to my own self learning from the book Deep Reinforcement Learning Hands-On by Maxim Lapan. This Repository explores the REINFORCE method for policy gradients on the cartpole environment

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.