ewanlee

const axios = require("axios");
var CryptoJS = require("crypto-js");

async function search(query) {
    var appKey = '';
    var key = '';
    var salt = (new Date).getTime();
    var curtime = Math.round(new Date().getTime()/1000);
    var from = 'en';
    var to = 'zh-CHS';

ewanlee

PRICAI 2018 第一日参会记录

今天主要参与了以下两个workshop：

• Workshop on Methods and Applications of Reinforcement Learning
• AutoML Workshop at PRICAI 2018

比较重要的points记录如下：

ewanlee

Policy Gradient

• Levine & Koltun (2013). Guided policy search: deep RL with importance sampled policy gradient (unrelated to later discussion of guided policy search)
• Schulman, L., Moritz, Jordan, Abbeel (2015). Trust region policy optimization: deep RL with natural policy gradient and adaptive step size
• Schulman, Wolski, Dhariwal, Radford, Klimov (2017). Proximal policy optimization algorithms: deep RL with importance sampled policy gradient

Actor-Critic

• Mnih, Badia, Mirza, Graves, Lillicrap, Harley, Silver, Kavukcuoglu (2016). Asynchronous methods for deep reinforcement learning: A3C -- parallel online actor-critic
• Schulman, Moritz, L., Jordan, Abbeel (2016). High-dimensional continuous control using generalized advantage estimation: batch-mode actor-critic with blended Monte Carlo and function approximator returns
• Gu, Lillicrap, Ghahramani, Turner, L. (2017). Q-Prop: sample-efficient policygradient with an off-policy critic: policy gradient with Q-function control variate

ewanlee

you need gcc-5 and g++-5

ewanlee

Updated 5/18/2018

Here's my experience of installing the NVIDIA CUDA kit 9.0 on a fresh install of Ubuntu Desktop 16.04.4 LTS.

Table of Contents

• Install NVIDIA Graphics Driver via apt-get
• Install CUDA
• Install cuDNN

Table of contents generated with markdown-toc