🔔 Join our MAGELLAN talk on July 2!

We'll explore how LLM agents can monitor their own learning progress and choose what to learn next, like curious humans 🤔

1h presentation + 1h Q&A on autotelic agents & more!

📅 July 2, 4:30 PM CEST
🎟️ forms.gle/1PC2fxJx1PZYfqFr7

🔥Our paper PhyloLM got accepted at ICLR 2025 !🔥
In this work we show how easy it can be to infer relationship between LLMs by constructing trees and to predict their performances and behavior at a very low cost with @stepalminteri.bsky.social and @pyoudeyer.bsky.social ! Here is a brief recap ⬇️

Humans excel at estimating their own competence and progress on tasks. But can LLM agents do the same?

With 🧭MAGELLAN, our agent predicts its own learning progress across vast goal spaces, even generalizing to new tasks!

📄Paper: arxiv.org/abs/2502.07709

we are recruiting interns for a few projects with @pyoudeyer
in bordeaux
> studying llm-mediated cultural evolution with @nisioti_eleni
@Jeremy__Perez

> balancing exploration and exploitation with autotelic rl with @ClementRomac

details and links in 🧵
please share!