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    Henry's Blog


    My learning notes, research, projects and musings

    Asynchronous Advantage Actor Critic (A3C)-Reinforcement Learning -Laymens Explanation

    Posted on February 27, 2019

    The A3C method in Reinforcement Learning (RL) combines both a critic’s value function (how good a state is) and an actor’s policy (a set of action probability for a given state). I promise this explanation doesn’t not contain greek letters or calculus. It only contains English alphabets and subtraction in... [Read More]
    Tags: reinforcement-learning concept

    React Redux Intro

    Posted on January 26, 2019

    I’ve been bugged by the native state management system in React that I finally had to take a stab at Redux. Here are some notes I took along the way to understand what Redux is and why we need it. [Read More]
    Tags: react front-end software development

    Career Paths in Data Science/Machine Learning

    Posted on January 10, 2019

    This post is adapted from my answer on Reddit. [Read More]
    Tags: career machine learning data science analyst

    Looking back, planning forward

    Posted on December 3, 2015

    It’s been a while since my last post. There’s just too much going on in my life that I didn’t get time to write down. Anyways, here goes nothing. [Read More]
    Tags: career computer science business

    A few thoughts on choosing a career path

    Posted on December 24, 2013

    When choosing a career path, the most important thing is to do the research and plan ahead. [Read More]
    Tags: career advice
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    Henry Pan  •  2025

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