🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

🧠 One of the key limitation of LLMs today is their lack of metacognition: they were (mostly) not trained to know what they know or don't know, what they can or can't do. 🚀At Inria Flowers team, we're proposing an approach to build metacognition into LLMs: MAGELLAN !

New preprint is live! Tweet thread coming 🚧🔜 📅 Excited to present this work in-person: - 4/11: Poster at New England NLP (NENLP) 2025, Yale University (tomorrow!) - 4/27: Oral talk at VerifAI@ICLR 2025, Singapore

We build a distance matrix from comparing outputs of LLMs to a hundred of different contexts and build maps and trees from this distance matrix. Because PhyloLM only requires sampling very few tokens after a very short contexts the algorithm is particularly cheap to run. 1/10

Check out this work today at 10 am ICLR 2026! Learn what's wrong with evaluating #LLMs after a single interaction, and how cultural attraction theory can help us do better. Poster #288 Jérémy Perez Pierre-Yves Oudeyer Maxime Derex Grgur Kovač Cédric Corentin LEGER Clément Moulin-Frier

Really cool and original upcoming exhibition of CPPNs (compositional pattern producing networks) here!

bidding for neurips not a single work on intrinsic motivation or open-endedness, almost no rl, only generic llm papers that are not especially aligned with my work what's going on? is matching broken or is there just nothing interesting for me in the 25k submitted papers?

seems the issue has been solved!

The next ~1-4 years will be taking the 2017-2020 years of Deep RL and scaling up: exploration, generalization, long-horizon tasks, credit assignment, continual learning, multi-agent interaction! Lots of cool work to be done! 🎮🤖 But we shouldn't forget big lessons from back

super cool!! many opportunities to look at the evolution of diverse strategies in multi-player self play, or even maybe the cultural evolution of collaborative strategies?

new post with a first demo of Tangible Dreams, a primer on CPPNs and a description of my plan to build the hardware! cedriccolas.com/blog/tangible-…

Delighted to announce our CogSci '25 workshop at the interface between cognitive science and design 🧠🖌️! We're calling it: Minds in the Making🏺minds-making.github.io Register now! June – July 2024, free & open to the public. (all career stages, all disciplines)