@clementromac.bsky.social
Research Scientist at 🤗 @huggingface, PhD. student at @FlowersINRIA.
Studying how autonomous Deep RL agents 🤖 can leverage LLMs 📖
Also playing bass 🎸
Studying how autonomous Deep RL agents 🤖 can leverage LLMs 📖
Also playing bass 🎸
I'm attending ICML 2025 this week in Vancouver where we're presenting our MAGELLAN paper along with @lorisgaven.bsky.social and @cartathomas.bsky.social
📅 Come discuss at our poster session on July 17 at 11 am East Exhibition Hall A-B E-2803
Or reach out for a chat!
bsky.app/profile/cart...
📅 Come discuss at our poster session on July 17 at 11 am East Exhibition Hall A-B E-2803
Or reach out for a chat!
bsky.app/profile/cart...
🚀 Introducing 🧭MAGELLAN—our new metacognitive framework for LLM agents! It predicts its own learning progress (LP) in vast natural language goal spaces, enabling efficient exploration of complex domains.🌍✨Learn more: 🔗 arxiv.org/abs/2502.07709 #OpenEndedLearning #LLM #RL
MAGELLAN: Metacognitive predictions of learning progress guide...
Open-ended learning agents must efficiently prioritize goals in vast possibility spaces, focusing on those that maximize learning progress (LP). When such autotelic exploration is achieved by LLM...
arxiv.org
July 14, 2025 at 5:17 PM
I'm attending ICML 2025 this week in Vancouver where we're presenting our MAGELLAN paper along with @lorisgaven.bsky.social and @cartathomas.bsky.social
📅 Come discuss at our poster session on July 17 at 11 am East Exhibition Hall A-B E-2803
Or reach out for a chat!
bsky.app/profile/cart...
📅 Come discuss at our poster session on July 17 at 11 am East Exhibition Hall A-B E-2803
Or reach out for a chat!
bsky.app/profile/cart...
We're giving a public and remot talk on MAGELLAN!
🔔 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
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
🚀 Introducing 🧭MAGELLAN—our new metacognitive framework for LLM agents! It predicts its own learning progress (LP) in vast natural language goal spaces, enabling efficient exploration of complex domains.🌍✨Learn more: 🔗 arxiv.org/abs/2502.07709 #OpenEndedLearning #LLM #RL
June 26, 2025 at 8:21 AM
We're giving a public and remot talk on MAGELLAN!