keon

Garry Tan's Mega Plan Review Mode

name: plan-mega-review
version: 2.0.0
description: |
  The most thorough plan review possible. Three modes: SCOPE EXPANSION (dream big,
  build the cathedral), HOLD SCOPE (review what's here with maximum rigor), and
  SCOPE REDUCTION (strip to essentials). Context-dependent defaults, but when the
 user says EXPANSION — go full send. Challenges premises, maps every failure mode,

keon

Used dueling network architecture with Q-learning, as outlined in this paper:

Dueling Network Architectures for Deep Reinforcement Learning
Ziyu Wang, Tom Schaul, Matteo Hessel, Hado van Hasselt, Marc Lanctot, Nando de Freitas
http://arxiv.org/abs/1511.06581

Command line:

python duel.py CartPole-v0 --gamma 0.995

keon

# coding: utf-8

# Imports

import os
import cPickle
import numpy as np
import theano
import theano.tensor as T

keon

Studying for a Tech Interview Sucks, so Here's a Cheat Sheet to Help

This list is meant to be a both a quick guide and reference for further research into these topics. It's basically a summary of that comp sci course you never took or forgot about, so there's no way it can cover everything in depth. It also will be available as a gist on Github for everyone to edit and add to.

Data Structure Basics

###Array ####Definition:

• Stores data elements based on an sequential, most commonly 0 based, index.
• Based on tuples from set theory.