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Karl Tuyls

@karltuyls.bsky.social
815 followers 184 following 11 posts

Research Scientist, Entrepreneur - Ex: Team Lead @ DeepMind and @GoogleDeepMind. Also CS professor (Liverpool/Leuven) and LFC fan.

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Karl Tuyls @karltuyls.bsky.social · 07/02/2025
The way I see the current state of research in LLMs and foundation models is that we’ve figured out a way to build an intelligent database — one that compresses human knowledge (largely from the internet) in an autoregressive manner.
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Karl Tuyls @karltuyls.bsky.social · 18/12/2024
The first textbook on multi-agent reinforcement learning is out - a landmark for the field, the first textbook covering game-theoretic foundations with state-of-the-art deep learning! Congrats to its authors Stefano Albrecht , LukasSchaefer and Filippos Christianos More details: www.marl-book.com
marl-book.com
Multi-Agent Reinforcement Learning: Foundations and Modern Approaches
Textbook published by MIT Press (2024)
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Karl Tuyls @karltuyls.bsky.social · 27/11/2024
Grok knows 🫢 x.com/garykoepnick...
x.com
x.com
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Karl Tuyls @karltuyls.bsky.social · 25/11/2024
Fascinating read on streaming RL in deep learning - arxiv.org/pdf/2410.14606
arxiv.org
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Reposted by Karl Tuyls
Curiosity @mcuriosity.bsky.social · 24/11/2024
The Andromeda galaxy captured by the Hubble Space telescope
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Karl Tuyls @karltuyls.bsky.social · 24/11/2024
How do people genuinely feel about this? are we not pushing it too far now? I have never associated the terminology described here with being offensive or exclusionary, but perhaps I'm just unaware, curious for your opinions. www.acm.org/diversity-in...
acm.org
Words matter: Alternatives for charged terminology in the computing profession
ACM’s efforts to combat exclusion in the computing profession, ACM's Diversity and Inclusion Council has launched "Words Matter," an effort to replace offensive or exclusionary terminology in the comp...
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Reposted by Karl Tuyls
Marc Lanctot @sharky6000.bsky.social · 24/11/2024
I'm loving this place. It's a technological miracle to only have seen two small outages in the past 2 weeks.. 🙏🙏🙏😅
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Reposted by Karl Tuyls
Marc Lanctot @sharky6000.bsky.social · 22/11/2024
Ok, last two papers for this week! A final game-theoretic RLHF method and a different take on RLHF altogether inspired by prospect theory. 1. 🧲 Magnetic Preference Optimization (MPO). 2. Kahneman-Tversky Optimization (KTO). 🧵 1/3.
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