Categories

Reinforcement Learning

• Asynchronous Implementation of Deep Q-Network

  Reinforcement Learning  · 16 Mar 2019

  In this blog I will share my personal experience of implementing some basic deep learning algorithm asynchronously, including some difficulties I have encountered.

• Large-Scale Study of Curiosity-Driven Learning

  Reinforcement Learning  · 07 Dec 2018

  In this blog I will talk about the Large-Scale Study of Curiosity-Driven Learning paper developed by OpenAI, as well as giving some tips on how to implement it.

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Misc

• My Master Thesis

  Misc  · 18 Dec 2018

  In this blog I will make a summary about my Master thesis: Learning to Plan in Large Domains with Deep Neural Networks (pdf), in case someone is interested.

• Code Collection

  Misc  · 16 Dec 2018

  This post serves as a code collection of my personal implementations for different algorithms, which cover general deep learning algorithms and some paper algorithms.

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Deep Learning

• Deep Learning Experiments on CIFAR-10 Dataset

  Deep Learning  · 28 Jan 2019

  In this blog I will share my experience of playing with CIFAR-10 dataset using deep learning. I will show the impact of some deep learning techniques on the performance of a neural network.