ai explainability

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Insight into the AI for Colin McRae's rally2

FW: http://www.ai-junkie.com/misc/hannan/hannan.html Some time ago I corresponded with Jeff Hannan of codemasters about his work on the game Colin McRae's rally2. I knew that Jeff had trained neural networks to control the cars and I was curious to learn more about It. jeff kindly agreed to answer my questions and has recently given me permission to make them available online. I know for sure versions of you will find his notes very interesting. so here They are... Cheers Jeff! (Prior to re

[Game ai] masking strategy

Strategies for implementing cover Behaviors [Game ai] masking strategy Share this | September 3rd, 2007 | combat | Alex J. champandard Address: http://aigamedev.com/combat/cover-strategies Author: Alex J. champandard Translator: Lai Yonghao Whilst catching up with recent discussions about game AI on the web, I stumbled on this thread about cover. implementing Good combat behaviors using cover isn'

Baidu Cloud +ai, artificial intelligence into the scene application era

AI, the future has come. Recently, Baidu founder and CEO Robin Li appeared in the Paris Viva technology conference, saying that most of the services have been based on artificial intelligence. Artificial intelligence as the Internet "hydroelectric coal", image recognition as an example, has been successfully integrated into the Baidu cloud services. Ai + Baidu Cloud vertical application, means that Baidu Cl

AI (i): Concepts and information

Ai:artificial Intelligence (Artificial intelligence), a new technology for research and development of theories, methods, techniques and applications for simulating and expanding human intelligence, was held at a conference on academic discussion in the 50 's. Several well-known scientists from different disciplines to explore human learning and other functional characteristics, and to study how to accurately describe the principles of the machine simulation of human intelligence and so on, and

Python will be the best programming language in the AI era

Python will be the best programming language in the AI eraMobile Internet instead of PC Internet lead in the forefront of the Internet era, Android and iOS once became the two major mobile Internet application platform, the mobile developer is the first choice of two technologies, HTML5 with its cross-platform advantage in mobile Internet application platform occupies an important position, can be said to be the later home. Due to the limitations of t

What are we missing from the "real" AI?

"AI Technology Camp Guide" Today is the first day of Gmic Beijing 2018 Congress, the first speaker is Facebook's chief AI scientist Yann LeCun. He describes the latest research on deep learning, as well as the future of deep learning and the challenges that machine intelligence faces. There is no substitute for ▌ supervision and learning Today's AI systems are u

Computer Recycling station AI files can not be deleted how to solve?

The AI file in the computer Recycle station does not delete how to do? When cleaning up the computer Recycle Bin, I found a lot of. ai files can not be deleted, crushed also not, this is how the matter? Below we look at the AI file in the Recycle Bin can not delete the solution, the specific contents are as follows Some users who do graphic design may download s

H5 version of Tetris (3)---game AI algorithm

Objective:"Long long Ago" thing, a famous internet company in our school held a "Lengend code" game, one of the questions is "smart Tetris." In the spirit of always gan to do the denominator, the green spirit of the shining molecule, and really hit a soy sauce on the ground. This time borrow study H5 opportunity, again to revisit the Russian block AI writing .The articles in this series are linked as follows:1). Demand analysis and target innovation2)

Interview Wunda: I don't care if AI turns evil.

Interview Wunda: I don't care if AI turns evil.It can be said that these universities have the best computer science courses: Carnegie Mellon University, MIT, Berkeley, California and Stanford. These are the places where Wunda received a bachelor's degree, a master's degree, a doctorate, and 12 years of coaching.Wunda is a benchmark in AI, and he is not even 40 years old. In 2011, he founded the Google Brai

All on July 14, 2015 think of strong AI

Throughout this series of ramble will not cling to the Penrose analysis, er only reverie artificial intelligence optimistic possibility and approximate path.Some piecemeal views."The ultimate Problem"The ultimate Scientific (philosophical) issue of today's human/universe is considered to be two questions:1. Ontological Problems of physical reality2. Intelligent limit ProblemThese two problems are most likely to be related or even the same. In this position, science (including mathematics) and ph

Core game algorithm round 4 (special article)-snake AI

With simulationAlgorithmIn particular, we can look at AI. At Google, the Google AI challenge is held every year, including the International snake AI competition. However, I cannot obtain the source code because it is closed. On the Internet, only some netizens wrote "semi-finished products" AI after 70 s. Fortunately,

Game AI Customization--Behavior Tree +xlua+json

Ai has been a part of the game development process that has been repeatedly modified. Planning short-term needs as the game content more and more rich, will inevitably adjust AI behavior, so I have long wanted to have a completely to the planning comrades edit the game AI Editor.let's consider the actual logic AI of th

Ai+ps to create a fairytale dream-like 3D font effect

1. Usually people dream at night, so we turn the main hue into cyan and lime green. 2, at the same time, the layout of the time to a complete atmosphere, giving people feel like telling a story. 3, in the operation of the font, trees, branches, leaves, peaks, moon, canvas, please add a group to modify. 4, this article covers the material and the final PSD source files. Please install the fonts after downloading. 5, the use of the AI an

Zhang, academician of the National Academy of Sciences, the full text of the speech: Artificial intelligence three pillars of development _ AI

Zhang, academician of the National Academy of Sciences: The three pillars of artificial intelligence 2017-07-23 Li-Qi Science and education observationJune 21 Morning, Stanford University physics professor, American National Academy of Sciences Zhang on the "three pillars of AI" for the title of the speech. Zhang is employed at Stanford University Physics department. This paper mainly studies condensed matter physics, focusing on topological insulator

CF 830C (Bamboo partition-satisfies the maximum value of D of \sum_{i=1}^n{D\lceil ai/d\rceil-a_i} \leq k) __ Number theory

Ask: Find the largest positive integer d, so that ∑ni=1d⌈ai/d⌉−ai≤k \sum_{i=1}^n{D\lceil ai/d\rceil-a_i} \leq K observed as long as ⌈ai/d⌉ (i=1⋯n) \lceil AI/D\RC The Eil (i=1\cdots N) is invariant, the function is linear, and the therefore solves each segment separately.

General problems and tips in the process of AI plate making

has been the use of AI Seihan, this article is strictly not a tutorial, but some of my experience to share with you. You know, AI is not paging (there is a plug-in to achieve pagination, but it will sacrifice the layer, personally feel undesirable), so if you want to line some brochures, impressions less of the magazine class may not be convenient for CD, but if it is to do a single page of things, such as

Unity Monster AI

(vstartstate! = vloststate) { animation. Crossfade ("Idel"); vloststate = vstartstate; debug.log ("1"); } fgetpatrolposition (); vstartstate = ai_patrol; break; case ai_patrol: if (vstartstate! = vloststate) { Animation. Crossfade ("Run"); vloststate = vstartstate; debug.log ("2"); } fpatrovrect (); if (Vector2.distance (dis,new Vector2 (transform.position.x,transform.position.z)) } } private void Fbackpoint () { transform. LookAt (New Vector3 (Srcpoint.x, TRANSFORM.POSITION.Y, Src

Self-developed Artificial Intelligence (python), self-developed artificial intelligence (AI)

Self-developed Artificial Intelligence (python), self-developed artificial intelligence (AI) Def Text ():Import random # import random ModulePrint '----- guessing game ----'Print 'input range: 1 ~ 100'Sui = random. randint (1,100) # Set the random number value rangeNum = 0 # input valueCount = 0 # Number of guessesWhile num! = Sui:Num = input ('enter a value :')If num> 0 and num If sui> num:Print 'input value is too small'If sui Print 'the input valu

Mysql workbench table creation PK, NN, UQ, BIN, UN, ZF, AI

[Intrinsic column flags] (basic field type identifier)-PK: primary key (column is part of a pk) primary key-NN: not null (column is nullable) non-null-UQ: unique (column is part of a unique key) unique-AI: auto increment (the column is auto incremented when rows are inserted) auto-increment www.2cto.com [additional data type flags, depend on used data type] extended data type mark-BIN: binary (if dt is a blob or similar, this indicates that is binary

PHP High-ai paging functions and URL functions

The paging function is very high only I'll see. function Ppage ($total, $page, $e _page = $e _block = ten, $url = ", $color =") { if (!strpos ($url, '? ')) $url. = '? '; Else $url. = ' '; if ($color $color = "; $colore = "; } $totalpage = Ceil ($total/$e _page); Number of pages $p _block = ceil ($totalpage/$e _block); Number of blocks $n _block = ceil ($page/$e _block); Now block $start = ($n _block-1) * $e _block+1; $ended = $n _block* $e _block; if ($ended > $total) $ended = $totalpage; if ($

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