Kingscrusher vs AlphaZeros little sister- Leela Zero (ID 289, 290):Human vs Artificial Intelligence

Share this & earn $10
kingscrusher
Published at : 28 Oct 2020
4791 views
126
7

📚 https://kingscrusher.tv/chesstactics || https://kingscrusher.tv/londonsystem
#KCComputerChess
#KCLeelaChess
♚ Play turn style chess at http://bit.ly/chessworld
♚ Subscribe to best Youtube Chess Video Channel : http://bit.ly/kingscrusher
♚Support the channel by donating via Paypal: https://goo.gl/7HJcDq
Game quality tags: amazing, awesome, astonishing, brilliant, classic, crushing, dynamic, elegant, exceptional, excellent, exciting, fabulous, famous, fantastic, finest, flashy, greatest, important, impressive, incredible, instructive, incredible, interesting, magnificent, marvellous.

Info about Alphazero:
https://en.wikipedia.org/wiki/AlphaZero

AlphaZero is a computer program developed by the Alphabet-owned AI research company DeepMind, which uses an approach similar to AlphaGo Zero's to master not just Go, but also chess and shogi. On December 5, 2017 the DeepMind team released a preprint introducing AlphaZero, which, within 24 hours, achieved a superhuman level of play in these three games by defeating world-champion programs, Stockfish, elmo, and the 3-day version of AlphaGo Zero, in each case making use of custom tensor processing units (TPUs) that the Google programs were optimized to make use of.[1] AlphaZero was trained solely via "self-play" using 5,000 first-generation TPUs to generate the games and 64 second-generation TPUs to train the neural networks, all in parallel, with no access to opening books or endgame tables. After just four hours of training, DeepMind estimated AlphaZero was playing at a higher Elo rating than Stockfish; after 9 hours of training, the algorithm decisively defeated Stockfish 8 in a time-controlled 100-game tournament (28 wins, 0 losses, and 72 draws).[1][2][3] The trained algorithm played on a single machine with four TPUs.

...
Relation to AlphaGo Zero
Further information: AlphaGo Zero
AlphaZero (AZ) is a more generalized variant of the AlphaGo Zero (AGZ) algorithm, and is able to play shogi and chess as well as Go. Differences between AZ and AGZ include:[1]

AZ has hard-coded rules for setting search hyperparameters.
The neural network is now updated continually.
Go (unlike Chess) is symmetric under certain reflections and rotations; AlphaGo Zero was programmed to take advantage of these symmetries. AlphaZero is not.
Chess can end in a draw unlike Go; therefore AlphaZero can take into account the possibility of a drawn game.
AlphaZero vs. Stockfish and elmo
Further information: Stockfish (chess) and Elmo (shogi engine)
Comparing Monte Carlo tree search searches, AlphaZero searches just 80,000 positions per second in chess and 40,000 in shogi, compared to 70 million for Stockfish and 35 million for elmo. AlphaZero compensates for the lower number of evaluations by using its deep neural network to focus much more selectively on the most promising variation.[1]

Training
AlphaZero was trained solely via self-play, using 5,000 first-generation TPUs to generate the games and 64 second-generation TPUs to train the neural networks. In parallel, the in-training AlphaZero was periodically matched against its benchmark (Stockfish, elmo, or AlphaGo Zero) in brief one-second-per-move games to determine how well the training was progressing. DeepMind judged that AlphaZero's performance exceeded the benchmark around four hours of training for Stockfish, two hours for elmo, and eight hours for AlphaGo Zero.[1]

Results
Outcome
Chess
In AlphaZero's chess tournament against Stockfish 8 (2016 TCEC world champion), each program was given one minute's worth of thinking time per move. Stockfish was allocated 64 threads and a hash size of 1 GB,[1] a setting that Stockfish's Tord Romstad later criticized as suboptimal.[4][note 1] AlphaZero was trained on chess for a total of nine hours before the tournament. During the tournament, AlphaZero ran on a single machine with four application-specific TPUs. In 100 games from the normal start position, AlphaZero won 25 games as white, won 3 as black, and drew the remaining 72.[6] In a series of twelve 100-game matches (of unspecified time or resource constraints) against Stockfish starting from the 12 most popular human openings, AlphaZero won 290, drew 886 and lost 24.[1]
...

►Kingscrusher chess resources: http://www.chessworld.net/chessclubs/learn_coaching_chessable.asp
►Kingscrusher's "Crushing the King" video course with GM Igor Smirnov: http://chess-teacher.com/affiliates/idevaffiliate.php?id=1933&url=2396
►FREE online turn-style chess at http://www.chessworld.net/chessclubs/asplogin.asp?from=1053
http://goo.gl/7HJcDq
►Kingscrusher resources: http://www.chessworld.net/chessclubs/learn_coaching_chessable.asp
►Playlists: http://goo.gl/FxpqEH
►Play and follow broadcasts at Chess24: https://chess24.com/premium?ref=kingscrusher
#KCChess

Engines
zero
chessChess (Game)Blitz chess

Alan Watts - The Principle Of Not Forcing

Alan Watts - The Principle Of Not Forcing

for two (original song) // demo

for two (original song) // demo

Music For One Apartment And Six Drummers

Music For One Apartment And Six Drummers

Prescription drugs - signs and risks of abuse and addiction

Prescription drugs - signs and risks of abuse and addiction

Si vous n'êtes pas d'accord avec E.Macron, lui sera toujours d'accord avec vous

Si vous n'êtes pas d'accord avec E.Macron, lui sera toujours d'accord avec vous

Игорь Панарин: Мировая политика #1204. О союзе Турции и Израиля

Игорь Панарин: Мировая политика #1204. О союзе Турции и Израиля

Armin van Buuren - Trance Classic

Armin van Buuren - Trance Classic

Horrid Henry's Household Chores....

Horrid Henry's Household Chores....

Slavoj Žižek: On Corbyn, the election, Brexit and fake news

Slavoj Žižek: On Corbyn, the election, Brexit and fake news

Ektor - Original (OFFICIAL AUDIO)

Ektor - Original (OFFICIAL AUDIO)

Christmas Song - My Favourite Time of Year - The Florin Street Band

Christmas Song - My Favourite Time of Year - The Florin Street Band

Why Do Some Sites Get A Lot Of Clinical Research Studies While Others Do Not?

Why Do Some Sites Get A Lot Of Clinical Research Studies While Others Do Not?

Re-Entry Permit Case Without Biometrics, Can I Travel?

Re-Entry Permit Case Without Biometrics, Can I Travel?

Metallica The Day That Never Comes Cello Cover - Break of Reality

Metallica The Day That Never Comes Cello Cover - Break of Reality

Link Building: How to Get POWERFUL Backlinks in 2020

Link Building: How to Get POWERFUL Backlinks in 2020

Line of Best Fit Video

Line of Best Fit Video

TWO COLLEGE STUDENTS ATTEMPT 5TH GRADE QUIZ!

TWO COLLEGE STUDENTS ATTEMPT 5TH GRADE QUIZ!

UNDISPUTED - Beware! Andy Dalton is more dangerous than you think | Skip reacts to Cowboys-Cardinals

UNDISPUTED - Beware! Andy Dalton is more dangerous than you think | Skip reacts to Cowboys-Cardinals

15 Signs You Are POOR

15 Signs You Are POOR

КАК СНИМАЛИ КЛИП: Даня Милохин & Николай Басков - Дико тусим

КАК СНИМАЛИ КЛИП: Даня Милохин & Николай Басков - Дико тусим

... and Then Again

... and Then Again

Thrice - Vheissu 15 Years Later (Part 2)

Thrice - Vheissu 15 Years Later (Part 2)

Michael Jackson STILL ALIVE Got Talent Worldwide

Michael Jackson STILL ALIVE Got Talent Worldwide

Pulp Fiction - Dance Scene (HQ)

Pulp Fiction - Dance Scene (HQ)

18 'School Rules, OK!' Song  (Should & Shouldn't)  English on Tour

18 'School Rules, OK!' Song (Should & Shouldn't) English on Tour

TRYING TO BE COOL & TRENDY LIKE THE TIKTOKERS | VLOGMAS DAY 14

TRYING TO BE COOL & TRENDY LIKE THE TIKTOKERS | VLOGMAS DAY 14

NOUL ELITE PASS! | NOUL PET! | MAGIC CUB GRATIS! | FREE FIRE ROMANIA

NOUL ELITE PASS! | NOUL PET! | MAGIC CUB GRATIS! | FREE FIRE ROMANIA

GOODBYE Playstation!!! // PS4 Update 8.03 Bootloop // {Playstation - 1(800)345-7669}

GOODBYE Playstation!!! // PS4 Update 8.03 Bootloop // {Playstation - 1(800)345-7669}

ONE OK ROCK - Wherever You Are (English Sub)

ONE OK ROCK - Wherever You Are (English Sub)

Plant Parts and Functions | First and Second Grade Science Lesson For Kids

Plant Parts and Functions | First and Second Grade Science Lesson For Kids

The Principal | Glmv

The Principal | Glmv

Greenback

Greenback

The Self is an Illusion - You Do Not Exist

The Self is an Illusion - You Do Not Exist

Fidelity - Regina Spektor (With Lyrics)

Fidelity - Regina Spektor (With Lyrics)

ყოჩაღების ქუჩაზე - კომში კომარა

ყოჩაღების ქუჩაზე - კომში კომარა

Redmi 9 Prime HONEST OPINION | Redmi 9 Prime Launched at 9999 | Redmi 9 Prime Price, Specs, Features

Redmi 9 Prime HONEST OPINION | Redmi 9 Prime Launched at 9999 | Redmi 9 Prime Price, Specs, Features

"I'm ready to be crucified for that!" - Arsene Wenger finding out which player he subbed the most

"I'm ready to be crucified for that!" - Arsene Wenger finding out which player he subbed the most

HSK 4 Vocabulary List (600 words in 40 min)

HSK 4 Vocabulary List (600 words in 40 min)

Best of Krepo - Highlights & Funny Montage

Best of Krepo - Highlights & Funny Montage

Day In The Life Of a COLLEGE STUDENT | Brooklyn & Bailey

Day In The Life Of a COLLEGE STUDENT | Brooklyn & Bailey

#estimates - "The Capability"; the National Facial Recognition Database

#estimates - "The Capability"; the National Facial Recognition Database

Best 200 October Part 1 General Awareness MCQs Detailed Explanation l Dr Vipan Goyal #CET #NRA #NTPC

Best 200 October Part 1 General Awareness MCQs Detailed Explanation l Dr Vipan Goyal #CET #NRA #NTPC

HAUSER: 'Alone, Together' from Krka Waterfalls

HAUSER: 'Alone, Together' from Krka Waterfalls

BEING A COLLEGE STUDENT

BEING A COLLEGE STUDENT

Just Enough Room Island - Alexandria Bay, NY

Just Enough Room Island - Alexandria Bay, NY

Surprisingly Sexy - Unprocessed "deadrose" - REACTION / REVIEW

Surprisingly Sexy - Unprocessed "deadrose" - REACTION / REVIEW

Local Christian has had enough (DOOM 2016)

Local Christian has had enough (DOOM 2016)

8 Altcoins With MASSIVE POTENTIAL - Enterprise Solutions 🚀

8 Altcoins With MASSIVE POTENTIAL - Enterprise Solutions 🚀

Bear In Mind: March 3, 2014

Bear In Mind: March 3, 2014