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Excited to announce IntersectionZoo, a benchmark that uses a real-world traffic problem to test generalization progress in deep reinforcement learning, particularly multi-agent contextual RL. 🤖🧠 MIT News coverage: news.mit.edu/2025/new-too... Benchmark: intersectionzoo-docs.readthedocs.io

The 5th NAS Unseen-Data Challenge at #AutoML25 is on! 🥊 How well do your #NAS pipelines perform on completely new, unseen datasets? 📊 Phase 1 is open until June - grab the starter kit and start building! Winners will be announced at #AutoMLConf in #NYC 🗽 More info 👉 www.nascompetition.com

The #AutoMLConf deadline was extended! We’re looking for groundbreaking contributions in #AutoML, NAS, LLMs, agent-based systems, hyperparameter optimization, benchmarking, algorithm selection, and more. Don’t miss your chance to showcase your work in #NYC! 📅 Deadline: March 31 🌐 CfP: 2025.automl.cc

📣 The 5th AutoML School is coming to Tübingen! Whether you are new to #AutoML or an experienced researcher, this is the Summer School for you. Join us for 4 exciting days exploring basic topics, studying cutting edge-research and having fun. 📅 June 10th-13th, Tübingen, Germany 🔗 automlschool.org

Job alert: full-time researcher position for AI with CNRS here in France. Initial contract for 5 years (tenure track). Attractive starting package and better salary than regular positions. I have been w/ @cnrs.fr since 2013, it's great! Applications due 31/03 www.ins2i.cnrs.fr/en/cnrsinfo/...

Starting the year off with some AutoRL inspiration: the autorl.org team put together our favorite papers on how to make RL work that we found in 2024 - and it's been a pretty great year! 🌟🚀 Let us know what we missed! autorl.org/blog/retrosp...

I've been instructed by @saiprasanna.in to post more. But I'm lazy and it off ideas, so I'll just post my Spotify wrapped 😅 Apparently I made it into the top 2% of Linkin park listeners this year. open.spotify.com/wrapped/shar...

Big news! The AutoML Conference is back! 🎉 Next year, we’re heading to the city that never sleeps: New York City🗽. Save the date: Sept 8–11, 2025. Stay tuned for updates, and in the meantime, check out our website: 2025.automl.cc. See you there? #AutoML25 #AutoMLConf #NYC #AutoML

The list of accepted workshops for ICLR 2025 is available at openreview.net/group?id=ICL... @iclr-conf.bsky.social We received 120 wonderful proposals, with 40 selected as workshops.

Our paper "Dreaming of Many Worlds" studied zero-shot generalization in world models for Contextual RL and was later accepted by RLC and EWRL. Here's a thread summarizing the work and putting it in the context in retrospect as ideas for potential future collaborations! arxiv.org/abs/2403.10967

🔧 autorl.org - crowdsourcing what actually works in RL tuning. Early days & growing! Got insights on hyperparameters, design decisions, or automation? Join us! #RL