Training concept-based models relies on concept selection which is labor-intensive and slow. We introduce Decision-Relevant Selection (DRS), a principled algorithm for automatic concept selection in RL. Paper: arxiv.org/abs/2604.04808 Website: naveenraman.com/projects/con... 🧵 1/n
steph milani
@stephmilani.bsky.social
assistant prof / faculty fellow @ nyu courant, then assistant prof @ jhu cs human-centered reinforcement learning & ai agents 🐦 twitter.com/steph_milani 🌐 stephmilani.github.io
Excited to share that the PokeAgent challenge was accepted as a NeurIPS competition! This should serve as an excellent benchmark for competitive games AND ‘speedrunning’ the RPG. I hope to see both the RL and LLM agent communities working together here to eval agents in Pokemon More info soon👀
I’m defending my thesis on Friday!! 🤺 Message me for the Zoom link
Happy to announce our paper is accepted to #ICLR 🥳 Great working with Zhuorui Ye (a fantastic undergrad applying for PhD!), Geoff Gordon, & Fei Fang on this project. 💫 Stay tuned for an interpretable human-in-the-loop reinforcement learning agent that dramatically reduces human annotation burden!
I created a starter pack for people who are or have been affiliated with the Machine Learning Department at CMU. Let me know if I missed someone! go.bsky.app/QLTVEph #AcademicSky
🇨🇦 Attending my last NeurIPS as a PhD student! Presenting our recent work, Patient-Ψ, at a few workshops --- come by! Schedule in 🧵 I'm on the job market, looking for TT faculty roles & post-docs. DM if you'd like to chat (or invite me to a party 🥳)!
Hi Bsky people 👋 I'm a PhD candidate in Machine Learning at Carnegie Mellon University. My research focuses on interactive AI, involving: 🤖 reinforcement learning, 🧠 foundation models, and 👩💻 human-centered AI. Also a founding co-organizer of the MineRL competitions 🖤 Follow me for ML updates!
I had the opportunity to intern with @katjahofmann.bsky.social in 2021! She is an amazing mentor with a fantastic team & I highly recommend applying 💫
Excited to start my #bsky journey by posting about opportunities in my team 🤩 We're the aka.ms/game-intelli... team at Microsoft Research, looking for awesome Research Interns to work with us on generative AI for applications in video games and beyond. Is that you? Apply here: aka.ms/msr-internsh...
RL list is getting kinda full but I'm mostly here for new papers so... go.bsky.app/2Gibu1a Chime in! No rules but the title
I had a great time speaking with @khulick.bsky.social about AI safety & our work on training better-behaved agents via the BASALT competition series! Excited about the potential for using Minecraft as a sandbox to develop safer AI systems. 🎮
I often write about the intersection of #AI and #ethics - here's my recent story for teens about the alignment problem and AI safety @snexplores.bsky.social @stephmilani.bsky.social www.snexplores.org/article/arti...
For those interested in ethical implications of AI, as well as work on Responsible and Trustworthy AI - here is a starter pack (non-exhaustive) to help find out more or connect with colleagues go.bsky.app/RnucJWZ
I've updated my starter pack of #WomenInTech. Whether you are new or established here, these women are worth following: go.bsky.app/EL57ogD My DMs are open. If I missed someone, let me know!
The RL (and some non-RL folks) starter pack is almost full. Pretty clear that the academic move here has succeeded go.bsky.app/3WPHcHg
If you're an RL researcher or RL adjacent, pipe up to make sure I've added you here! go.bsky.app/3WPHcHg
Hello! 😀 I'm excited that this place can replace the other one. I'm an applied ML researcher/engineer with The Coalition studio. Currently creating ML-powered tools for our games. Previously shipped RL/IL bots in Racket Club at Resolution Games. Before that, MSR postdoc + Georgia Tech PhD.
I created a starter pack for people who are or have been affiliated with the Machine Learning Department at CMU. Let me know if I missed someone! go.bsky.app/QLTVEph #AcademicSky
Hi Bsky people 👋 I'm a PhD candidate in Machine Learning at Carnegie Mellon University. My research focuses on interactive AI, involving: 🤖 reinforcement learning, 🧠 foundation models, and 👩💻 human-centered AI. Also a founding co-organizer of the MineRL competitions 🖤 Follow me for ML updates!
Great ML/AI researcher starter pack curated by @pelayoarbues.com 👨💻 go.bsky.app/gPKeHz
Hi 👋 If we're mutuals on Twitter, please let me know & I'll follow you here!