The Conference for Machine Learning Innovation

Search: The Silver Bullet of Symbolic AI and the Secret of AlphaGo Zero

Session
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Join the ML Revolution!
Register until September 10:
✓ Raspberry Pi or C64 Mini for free
✓Save up to 313 €
✓10 % Team Discount
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✓ Raspberry Pi or C64 Mini for free
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✓ 10% team discount
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Join the ML Revolution!
Register until July 2:
✓ Raspberry Pi or C64 Mini for free
✓ Save up to $310
✓ 10% team discount
Register Now
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✓10% Team Discount
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Join the ML Revolution!
Register until November 7th:
✓Save up to € 210
✓10% Team Discount
Register Now
Infos
Wednesday, December 5 2018
16:00 - 17:00
Room:
Saal A+B

All the AI hype these days is around deep learning and that machines eventually are getting rid of us humans. However, the ground work of AI without which no self driving car and no AlphaGo Zero would work is search algorithms.

In this talk we will use a simple game of exiting a maze to illustrate the differences between depth first and breadth first search. We will also solve the mystery around A* and what makes it such a powerful approach.

In the next step we will look at how to compete against other players using adversarial search like the one used in the leading chess engine stockfish. You will understand Monte Carlo Tree Search which was used in Alpha(Go) Zero to beat the world’s best Go players.

This Session originates from the archive of Diese Session stammt aus dem Archiv von BerlinBerlin . Take me to the program of . Hier geht es zum aktuellen Programm von Online Edition Online Edition .

This Session originates from the archive of Diese Session stammt aus dem Archiv von BerlinBerlin . Take me to the program of . Hier geht es zum aktuellen Programm von Munich Munich .

This Session originates from the archive of Diese Session stammt aus dem Archiv von BerlinBerlin . Take me to the program of . Hier geht es zum aktuellen Programm von Singapore Singapore .

This Session originates from the archive of Diese Session stammt aus dem Archiv von BerlinBerlin . Take me to the program of . Hier geht es zum aktuellen Programm von Berlin Berlin .

This Session Diese Session originates from the archive of stammt aus dem Archiv von BerlinBerlin . Take me to the current program of . Hier geht es zum aktuellen Programm von Online Edition Online Edition , Munich Munich , Singapore Singapore or oder Berlin Berlin .

Behind the Tracks