sofnvosmisking

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Yo bro wanna play some C H E S S

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Chess based tech project

Okay, so I’ve officially hit that weird, satisfying moment where two completely separate parts of my life… actually make sense together.

I’ve always loved chess, staying up way too late trying to reacher better rankings. It’s been my go-to when I want to overthink things productively.

And then there’s my degree — AIML, hours of coding, staring at reinforcement learning papers wondering if my brain will melt. I actually built something cool.

So yeah, I made a chess program that learns to play using reinforcement learning. It’s kinda wild watching the agent improve — making dumb mistakes at first (relatable), but then actually picking up better strategies over time. It’s like watching a stubborn little AI student figure things out one match at a time.

Is it perfect? Nope. Is it better than me? Embarrassingly… yes. But hey, small wins.

Honestly feels good to work on something that feels like me — not just another coursework submission. Finally cleaned up the repo and here is the link: https://github.com/kings4breakfast/rl-chess/blob/main

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precious

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sometimes i feel like him, tangents sometimes are too random :(

how it feels listening to bobby talk about things

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LEGEND!!

Film Review: Pawn Sacrifice

The film "Pawn Sacrifice" (2014) is a biographical drama about the life of former chess world champion Bobby Fischer, particularly his historic 1972 championship match against Boris Spassky of the Soviet Union.

The movie is engaging due to its screenplay, captivating storyline, and impressive acting. However, if you're like chess, the film becomes even more thrilling and on par with your taste as chess terminologies such as Sicilian Defense or the Nimzo-Indian Defense have been used in this movie very often.The plot revolves around the Cold War era of the 1960s and 1970s, when the United States and the Soviet Union were engaged in a proxy war on every front. The problem was that, at least in chess, the Soviets were a dominant force (chess has been incredibly popular in Russia since ancient times, and the country has produced some of the greatest chess players of all time).

In this backdrop, a young American chess player, Bobby Fischer, emerges as a challenger. He has already won the national championship at a young age and defeated Soviet grandmasters like Petrosian and Korchnoi, shattering the myth that Americans couldn't beat Russians in chess.

The film begins with Fischer's childhood, where his sister Joan gifts him a chessboard, sparking his passion. However, his intense practice sessions take a toll on his mental health, leading to delusions such as the world's problems are orchestrated by Israel and the Jews, or that he is being spied upon by his rivals.The climax of the film revolves around the 24-game match between Fischer and Spassky for the world championship title. This match is a symbol of the Cold War, with nationalist sentiments running high. President Nixon watches the match on a big screen in his office, while the entire nation is glued to their television sets.

The film's portrayal of these matches is thrilling, especially when Fischer makes a stunning comeback after initially trailing 2-0. Incidentally, Fischer had threatened to boycott the match due to a dispute over the prize money, despite being the hope of an entire nation. The depiction of craze of this World Chess Championship match and the emotions of the masses is very realistic. Fischer ultimately wins the title 12.5-8.5, sparking jubilation across America.

The sixth game of this series is considered one of the greatest games in chess history, and the film's depiction of it is mesmerizing, one can feel the thrill of the game as if it is the live game going on in front of us. Here, Spassky rises from his seat to applaud Fischer's brilliant play, putting rivalry aside to appreciate exceptional skill. This is the film's most captivating moment.All in all, it is wonderful movie for everyone to watch, but to chess-lovers it is highly recommended.

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hi guys!

This is my first ever tumblr post and i'm really excited to have a platform to share my thoughts, other social media is more about algorithms and less about the content and it's gotten frustrating. My dream is to sometime have my own blog website, creating a space for anyone who wants to share their thoughts.