Gaming and Artificial Intelligence

20/04/2020

Summary

We have been interacting with Artificial Intelligence (AI) through gaming for years. Gaming and AI offers us a gateway to an alternative world which allowed us to become super heroes, elite athletes and even rock stars. As people around the globe are confined to their homes the gateway to this virtual world and our interaction with AI is perhaps more important than ever.

We have been interacting with Artificial Intelligence (AI) through gaming for years. Gaming and AI offers us a gateway to an alternative world which allowed us to become super heroes, elite athletes and even rock stars. As people around the globe are confined to their homes the gateway to this virtual world and our interaction with AI is perhaps more important than ever. Whilst AI probably isn’t at the forefront of our minds when we’re saving the world or scoring a goal, it is certainly the subject of our exasperation when we’re unable to score that goal or save the world. AI powers the evolution of gaming which has resulted in our experiences in this alternative world becoming more and more real.

Take FIFA for example, have you ever considered how your midfield maestro reads your reverse pass when you weren’t even controlling him? This is AI. AI adapts to your playing style, so whilst you may not have had training camp in Marbella, AI has effectively trained the players you aren’t controlling to react to your style of play. This enhances the gaming experience and makes it even more exciting as AI becomes your gaming partner. AI collects the data points and builds a profile using thousands of previous gaming sequences to ensure the playing experience is optimised.

 

Players and developers both benefit

It is not only the player that benefits from the deployment of AI. AI has also vastly improved the test phase before a game can be rolled out. Historically this was a cumbersome process and heavily time/labour intensive. The evolution of AI in the development process means that human testers are only needed for the most complex moments of the testing phase.1 AI does not only work in isolation, it also compliments the human developers, who utilise AI to identify any programming errors.

In StarCraft®, a science fiction strategy game, the developers have gone one step further by teaming up with a prominent tech company’s AI “Deep Mind”. The artificial intelligence was developed from extensive understanding of previous games and now lets AI actively play StarCraft® - human opponents can activate it as an opponent which allows the AI to continue to evolve and enhance its understanding further.2

 

Gaming and AI have a long history

It was 20 years ago that the chess computer Deep Blue defeated the then world chess champion Daniel Kasparov. Since then there have been numerous success stories for the development industry. The development of Bots has allowed developers to refine and improve existing game strategies even further. This has also benefitted eSports professionals who use the AI modified strategies to improve their own game play.

And AI continues to evolve. The AI victory of Deep Minds Alpha Go against a human opponent in 2017 was unique. Unlike its predecessors, version four of “Alpha Go Zero” had no human intervention; the victory was achieved solely on AI’s interpretation of the game. Furthermore: version four also beat its AI predecessors who had already prevailed against human opponents. In just three days it reached the level needed for victory in 2016 and after 40 days it had reached a vastly superior level than the master version 2017.3

 

AI supports development across industries

These learned behaviour patterns are hugely exciting across industries. In farming AI is used to optimize water usage and the pharmaceutical industry has invested heavily in AI for its research and development process. The development in the understanding of patterns can be used for training and/or experimental purposes. In the field of autonomous driving the game Grand Theft Auto V is used to teach self driving cars how to navigate road traffic in the virtual world to prepare them for the real world.

The European Union has also recognized the importance of AI across a number of areas. The European Regional Development Fund promotes research, innovation and the improvement of access to quality communication technologies across the European Union.4

 

Conclusion

The future of AI in the gaming area is huge. It ranges from the use of cloud connections for collecting vast amounts of data to highly customized game content. The continuous development of graphics cards and processors provides a good basis for further development and the continued evolution of AI.

AI will continue to excite developers and gamers alike. It is anticipated that AI will have the power to create ever changing experiences, producing that certain ‘magic’ we feel as gamers when we experience something new, but this could repeated over and over again

 

References

Source: https://hochschulanzeiger.faz.net/magazin/themen/branchenkompass/kuenstliche-intelligenz-in-der-spielebranche-16232654.html,
published: 12.6.2019, accessed 13.8.2019
2 Source: https://www.kicker.de/1000002041467/video, accessed 13.8.2019
3 Source: https://www.heise.de/newsticker/meldung/Kuenstliche-Intelligenz-AlphaGo-Zero-uebertrumpft-AlphaGo-ohne-menschliches-Vorwissen-3865120.
html, published: 19.10.2017, accessed 13.8.2019
4 Source: https://www.game.de/positionen/kuenstliche-intelligenz-und-games/, published: 5.10.2018,accessed 13.8.2019.

Investing involves risk. The value of an investment and the income from it may fall as well as rise and investors might not get back the full amount invested. The views and opinions expressed herein, which are subject to change without notice, are those of the issuer companies at the time of publication. The data used is derived from various sources, and assumed to be correct and reliable at the time of publication. The conditions of any underlying offer or contract that may have been, or will be, made or concluded, shall prevail. The Management Company may decide to terminate the arrangements made for the marketing of its collective investment undertakings in accordance with applicable de-notification regulation. The duplication, publication, or transmission of the contents, irrespective of the form, is not permitted; except for the case of explicit permission by Allianz Global Investors GmbH.

For investors in Europe (excluding Switzerland)
This is a marketing communication issued by Allianz Global Investors GmbH, www.allianzgi.com, an investment company with limited liability, incorporated in Germany, with its registered office at Bockenheimer Landstrasse 42-44, 60323 Frankfurt/M, registered with the local court Frankfurt/M under HRB 9340, authorised by Bundesanstalt für Finanzdienstleistungsaufsicht (www.bafin.de).

The Summary of Investor Rights is available in English, French, German, Italian and Spanish at https://regulatory.allianzgi.com/en/investors-rights

Allianz Global Investors GmbH has established branches in the United Kingdom, France, Italy, Spain, Luxembourg, Sweden, Belgium and the Netherlands. Contact details and information on the local regulation are available here (www.allianzgi.com/Info).

For investors in Switzerland
This is a marketing communication issued by Allianz Global Investors (Schweiz) AG, a 100% subsidiary of Allianz Global Investors GmbH.

Transforming modern healthcare with AI

20/04/2020

Summary

COVID-19 may raise awareness over how AI could transform modern medicine in the future. With the large amounts of data available in medicine, AI could help to establish the individual drugs that will work across many ailments, could help transform clinical trials, potentially detect outbreaks in the future across social and media touchpoints, and detect visual signs of the virus in CT scans

Allianz Global Investors

You are now leaving the Allianz Global Investors’ website and being redirected to

Important Information for Clients

Select Role
  • Individual Investor
  • Professional Investor
  • Please read the following page carefully before proceeding as it contains important information concerning your use of the website and explains certain legal and regulatory restrictions applicable to any investment in Allianz Global Investors investment products. By clicking the ‘Confirm’ button you acknowledge having read and understood the following information.

    The information contained herein is provided solely for clients domiciled in Switzerland. It does not constitute an offer to sell or the solicitation of an offer to purchase any investments by anyone in any jurisdiction in which such an offer or solicitation is not authorized.

    AllianzGI makes no representation or warranty as to the accuracy or completeness of the information originating from other sources within AllianzGI which is provided for information purposes only and should not be construed as a financial promotion. AllianzGI has taken reasonable care to ensure the accuracy of information available through the site. However, the information may be amended at any time by AllianzGI without notice. As far as it is permitted under the Swiss Federal Act of 23 June 2006 on Collective Investment Schemes, AllianzGI accepts no liability for any loss, direct or indirect, resulting from the use of or reliance on any information contained herein.

    Regulatory and Legal Status Disclosure Allianz Global Investors represents the products and services of Allianz Global Investors (Schweiz) AG, www.allianzglobalinvestors.ch. Allianz Global Investors (Schweiz) AG, www.allianzgi.com, is an investment company with limited liability, incorporated in Switzerland, with its registered office located at Gottfried-Keller-Strasse 5, 8001 Zurich, Switzerland, registered with the local court in Zurich under n° CHE-142.648.785, authorised by the Swiss Financial Market Supervisory Authority (www.finma.ch). Details about the scope of our authorisation by the Swiss Financial Market Supervisory Authority are available from us upon request.

    Throughout the website, Allianz Global Investors (Schweiz) AG may indistinctively be referred to as Allianz Global Investors or AllianzGI.

    Copyright Copyright in this website is owned by Allianz Global Investors (Schweiz) AG. The copyrights of third parties are reserved. You may download or print a hard copy of individual pages and/or sections of the website, provided that you do not remove any copyright or other proprietary notices. Any downloading or other copying from the website shall not transfer title to any software or material to you.

    You may not reproduce (in whole or part), transmit (by electronic means or otherwise), modify, link or use for any public or commercial purpose the website without the prior authorisation of Allianz Global Investors.

Please check the checkbox to accept the terms and conditions.