Yasuhiro Fujita muupan

How to build DeepMind Lab on macOS Mojave (as of 2019/02/01)

Clone macos branch of https://github.com/deepmind/lab
Read https://github.com/deepmind/lab/blob/macos/README.md and install dependencies.
Edit WORKSPACE to correct paths of glib_archive, sdl_system, and python_system.

	"""A training script of Soft Actor-Critic on OpenAI Gym Mujoco environments.

	This script follows the settings of https://arxiv.org/abs/1812.05905 as much
	as possible.
	"""
	import argparse
	from distutils.version import LooseVersion
	import functools
	import logging
	import sys

	#!/bin/sh

	set -e

	# Download all the pdfs
	wget -nc http://www.ee.iitm.ac.in/~krishnaj/EE5110_files/notes/lecture1_set_theory.pdf
	wget -nc http://www.ee.iitm.ac.in/~krishnaj/EE5110_files/notes/lecture2_Realanalysis.pdf
	wget -nc http://www.ee.iitm.ac.in/~krishnaj/EE5110_files/notes/lecture3_cardinality.pdf
	wget -nc http://www.ee.iitm.ac.in/~krishnaj/EE5110_files/notes/lecture4_probability_spaces.pdf
	wget -nc http://www.ee.iitm.ac.in/~krishnaj/EE5110_files/notes/lecture5_properties%20of%20prob%20measures.pdf

	from timeit import default_timer as timer

	import chainer
	from chainer import cuda
	from chainer import function
	import chainer.functions as F
	from chainer import utils
	from chainer.utils import type_check
	import cupy

	Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization
	Doubly Robust Off-policy Value Evaluation for Reinforcement Learning
	Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
	Learning Simple Algorithms from Examples
	Stability of Controllers for Gaussian Process Forward Models
	Smooth Imitation Learning for Online Sequence Prediction
	On the Analysis of Complex Backup Strategies in Monte Carlo Tree Search
	Benchmarking Deep Reinforcement Learning for Continuous Control
	Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control
	Why Most Decisions Are Easy in Tetris—And Perhaps in Other Sequential Decision Problems, As Well

	# Move the current window left/right by Ctrl+Shift+Left/Right
	bind-key -n C-S-Left swap-window -t -1
	bind-key -n C-S-Right swap-window -t +1

	# Move to the prev/next window by Shift+Left/Right
	bind-key -n S-Left prev
	bind-key -n S-Right next

	# CMakeLists.txt that makes all the header and source files visible from Qt Creator

	cmake_minimum_required(VERSION 2.8)
	execute_process(
	COMMAND find . -name .cpp -or -name .hpp -or -name .h -or -name .cc -or -name *.hh
	COMMAND tr "\n" ";"
	OUTPUT_VARIABLE QTCREATOR_SRCS
	OUTPUT_STRIP_TRAILING_WHITESPACE
	)
	add_custom_target(qtcreator SOURCES ${QTCREATOR_SRCS})

	#include <array>
	#include <iostream>
	#include <random>

	int main() {
	constexpr std::array<double, 3> fitness_values = {1, 1.5, 2};
	// Constructor is O(n)
	std::discrete_distribution<std::size_t> dist(fitness_values.begin(), fitness_values.end());
	std::array<size_t, 3> table;
	table.fill(0);

	#include <iostream>
	#include <memory>
	#include <random>
	#include <caffe/caffe.hpp>
	#include <glog/logging.h>

	int main(int argc, char** argv) {
	// glogの初期化
	google::InitGoogleLogging(argv[0]);