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πŸš€ @SBERLOGASCI webinar on mathematics and data science:
πŸ‘¨β€πŸ”¬ Sergei Gukov "What makes math problems hard for reinforcement learning: a case study"
⌚️ 19 September, Thursday 19.00 Moscow time

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Can AI solve hard and interesting research-level math problems? While there is no mathematical definition of what makes a mathematical problem hard or interesting, we can provisionally define such problems as those that are well known to an average professional mathematician and have remained open for N years. The larger the value of N, the harder the problem. Using examples from combinatorial group theory and low-dimensional topology, in this talk I will explain that solving such hard long-standing math problems holds enormous potential for AI algorithm development, providing a natural path toward Artificial General Intelligence (AGI).

The talk is based on a recent paper: https://arxiv.org/abs/2408.15332

О Π΄ΠΎΠΊΠ»Π°Π΄Ρ‡ΠΈΠΊΠ΅: Π‘Π΅Ρ€Π³Π΅ΠΉ Π“ΡƒΠΊΠΎΠ² - профСссор ΠšΠ°Π»Π’Π΅Ρ…, выпускник МЀВИ ΠΈ ΠŸΡ€ΠΈΠ½ΡΡ‚ΠΎΠ½Π°, ΠΎΠ΄ΠΈΠ½ ΠΈΠ· Π½Π°ΠΈΠ±ΠΎΠ»Π΅Π΅ извСстных спСциалистов ΠΏΠΎ Ρ‚Π΅ΠΎΡ€ΠΈΠΈ струн ΠΈ матСматичСской Ρ„ΠΈΠ·ΠΈΠΊΠ΅, Π² послСдниС Π³ΠΎΠ΄Ρ‹ Π·Π°Π½ΠΈΠΌΠ°ΡŽΡ‰ΠΈΠΉΡΡ ΠΏΡ€ΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ΠΌ ΠΌΠ΅Ρ‚ΠΎΠ΄ΠΎΠ² Reinforcement Leaning ΠΊ Π·Π°Π΄Π°Ρ‡Π°ΠΌ ΠΌΠ°Ρ‚Π΅ΠΌΠ°Ρ‚ΠΈΠΊΠΈ ΠΈ Ρ„ΠΈΠ·ΠΈΠΊΠΈ.

Zoom link will be in @sberlogabig just before start. Video records: https://www.youtube.com/c/SciBerloga and in telegram: https://www.group-telegram.com/sberlogasci/19688 - subscribe !

Анонс Π½Π° Ρ‚Π²ΠΈΡ‚Ρ‚Π΅Ρ€:
https://x.com/sberloga/status/1835702457260765359
Π’Π°ΡˆΠΈ Π»Π°ΠΉΠΊΠΈ ΠΈ рСпосты - ΠΎΡ‡Π΅Π½ΡŒ welcome !



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πŸš€ @SBERLOGASCI webinar on mathematics and data science:
πŸ‘¨β€πŸ”¬ Sergei Gukov "What makes math problems hard for reinforcement learning: a case study"
⌚️ 19 September, Thursday 19.00 Moscow time

Add to Google Calendar

Can AI solve hard and interesting research-level math problems? While there is no mathematical definition of what makes a mathematical problem hard or interesting, we can provisionally define such problems as those that are well known to an average professional mathematician and have remained open for N years. The larger the value of N, the harder the problem. Using examples from combinatorial group theory and low-dimensional topology, in this talk I will explain that solving such hard long-standing math problems holds enormous potential for AI algorithm development, providing a natural path toward Artificial General Intelligence (AGI).

The talk is based on a recent paper: https://arxiv.org/abs/2408.15332

О Π΄ΠΎΠΊΠ»Π°Π΄Ρ‡ΠΈΠΊΠ΅: Π‘Π΅Ρ€Π³Π΅ΠΉ Π“ΡƒΠΊΠΎΠ² - профСссор ΠšΠ°Π»Π’Π΅Ρ…, выпускник МЀВИ ΠΈ ΠŸΡ€ΠΈΠ½ΡΡ‚ΠΎΠ½Π°, ΠΎΠ΄ΠΈΠ½ ΠΈΠ· Π½Π°ΠΈΠ±ΠΎΠ»Π΅Π΅ извСстных спСциалистов ΠΏΠΎ Ρ‚Π΅ΠΎΡ€ΠΈΠΈ струн ΠΈ матСматичСской Ρ„ΠΈΠ·ΠΈΠΊΠ΅, Π² послСдниС Π³ΠΎΠ΄Ρ‹ Π·Π°Π½ΠΈΠΌΠ°ΡŽΡ‰ΠΈΠΉΡΡ ΠΏΡ€ΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ΠΌ ΠΌΠ΅Ρ‚ΠΎΠ΄ΠΎΠ² Reinforcement Leaning ΠΊ Π·Π°Π΄Π°Ρ‡Π°ΠΌ ΠΌΠ°Ρ‚Π΅ΠΌΠ°Ρ‚ΠΈΠΊΠΈ ΠΈ Ρ„ΠΈΠ·ΠΈΠΊΠΈ.

Zoom link will be in @sberlogabig just before start. Video records: https://www.youtube.com/c/SciBerloga and in telegram: https://www.group-telegram.com/sberlogasci/19688 - subscribe !

Анонс Π½Π° Ρ‚Π²ΠΈΡ‚Ρ‚Π΅Ρ€:
https://x.com/sberloga/status/1835702457260765359
Π’Π°ΡˆΠΈ Π»Π°ΠΉΠΊΠΈ ΠΈ рСпосты - ΠΎΡ‡Π΅Π½ΡŒ welcome !

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