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Stephanie has done amazing work in human-centered reinforcement learning and she is now on the job market!

I’m honored to be invited to visit MIT ORC tomorrow and give a talk tomorrow 4:15-5:15pm on Multi-Systems and Machine Learning for Societal Challenges at MIT E51-149. Looking forward to it!

Do reviewers appropriately update their scores based on rebuttals? In this PLOS ONE paper with Ryan Liu, Steven Jecmen, Fei Fang, and Nihar Shah, we present a randomized controlled trial that suggests that, at least under certain conditions, they do. journals.plos.org/plosone/articl…

We are honored that our paper assignment algorithm is being used for NeurIPS 2024! Also glad to contribute to the analysis of the deployed assignment :) YixuanEvenXu

Welcome to our poster this afternoon!

Another exciting work to be presented at today’s poster session this afternoon!

Stephanie’s oral presentation today at GenAI4Health workshop! 12/14 | East Meeting Room 16 🕙 10:40am - Oral Presentation 🕐 1:00pm - Poster Session 🕓 4:20pm - Poster Session Paper: arxiv.org/abs/2405.19660 Workshop: genai4health.github.io

Join us bweteen 9am-12pm on Dec 15th at #NeurIPS2024 (rooms 215-216) as we announce the winners of the Concordia Contest and hear talks from Sasha Vezhnevets, Lewis Hammond, and Chandler Smith, with discussion from Fei Fang, Joel Z Leibo, Diyi Yang, and José Hernández-Orallo.

Congratulations! I’m so proud of you, Lily!

🎉 Milestone Release! AReaL-boba, our latest #RL system! github.com/inclusionAI/AR… #AI • data/code/model ALL🔥 #OPENSOURCE • Full #SGLang & 1.5x faster on 7B RL • SOTA 7B math reasoning: 61.9 AIME24 & 48.3 AIME25 • 200-sample 32B tuning match QwQ on AIME24 Qwen 1/3 👇

Congratulations to Yinuo Du (co-advised by me and Cleotilde (Coty) Gonzalez) for successfully defending her PhD thesis on “Human and AI Decision Making in Cyber Secuirty: A Multiagent Modeling Perspective”. Thanks to committee members Prashanth Rajivan Tiffany Bao Christian Lebiere

Congratulations to Stephanie Milani for successfully defending her PhD thesis on “Human-Centered Reinforcement Learning”. Special thanks to her committee members Geoff Gordon Hong Shen Katja Hofmann Oriol Vinyals

Excited to be at #aamas2025 ! - My keynote talk at C-MAS workshop today: 2-2:45pm, Maquette A - Will attend panel at ALA workshop today: 4:30-5:30pm, Salon 2 - Siyu Liu (PhD advised by Tiffany Bao ) will present our joint paper on Friday 10:45am, Salon 3

Another life update!! 🎉 I’m joining JHU Computer Science as an Assistant Professor starting Fall 2026! Apply to work with me on reinforcement learning, foundation models, & human-centered AI. Let’s build better AI agents 🤖🙆‍♀️🦀 Before that, I’ll join NYU Courant as an Assistant

I’m so proud of you!

We release fully async RL system AReaL-boba² for LLM & SOTA code RL w. Qwen3-14B! Qwen #opensource 🚀system&algorithm co-design → 2.77x faster ✅ 69.1 on LiveCodeBench 🔥 multi-turn RL ready 🔗 Project: github.com/inclusionAI/AR… 📄 Paper: arxiv.org/pdf/2505.24298 1/3👇

✨ Did you know that NOT using all generated rollouts in GRPO can boost your reasoning LLM? Meet PODS! We down-sample rollouts and train on just a fraction, delivering notable gains over vanilla GRPO. (1/7)