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allenanie.bsky.social
Stanford CS PhD working on RL and LLMs with Emma Brunskill and Chris Piech. Co-creator of Trace. Prev @GoogleDeepMind @MicrosoftResearch Specifically - Offline RL - In-context RL - Causality https://anie.me/about Unverified hot takes go to this account
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Check out Tianwei’s latest work on using unlikelihood objective to distill search traces back to base model to boost reasoning capabilities of LLMs!

submitted 59 days ago • 0 comments

For all the RL PhDs and people interested in Planning and MDPs, there's a summer internship opportunity at AWS Science that specializes in LLM post-training, RLHF, LLM agents, and benchmarks like WebArena. Interested students can send their CV to [email protected]

submitted 135 days ago • 0 comments

For education and psychometrics people, this dataset is very useful!

submitted 193 days ago • 0 comments

People say Ching-an and I are indistinguishable…is that true 🤣

submitted 193 days ago • 0 comments

Come check us out near the Tesla Booth in West Exhibition Hall A 3-5pm! Come and claim your mug 🤣 we have an identity crisis — people keep thinking we are from IBM for some reason…

submitted 193 days ago • 0 comments

Unveiling Trace v0.1.3 at NeurIPS 2024, a library for building an RL-style AI Agent that learns from the environment and human feedback. Today's LLM Agent libraries are not RL agents. They specify a workflow, and it remains unchanged regardless of user feedback. #NotRL vimeo.com/1036224270

submitted 194 days ago • 2 comments

arxiv.org/abs/2411.17668 Our postdoc zihan slays another COLT open problem! proceedings.mlr.press/v247/kornows...

submitted 207 days ago • 1 comment

For people who like RL theory, this is a must follow!

submitted 208 days ago • 0 comments

Hello...world? Trying to reconstruct my academic networks over here :) Follow me if we know each other or if you're interested in machine learning for healthcare/social equity! Please retweet, or resky, or whatever they call it over here.

submitted 211 days ago • 3 comments

Here is a list of ML OSS & Open Source / Science enthusiasts I found on Bluesky 🦋 go.bsky.app/8MFcfXd Let me know if you find such people here! I'm still new here and probably the list misses many must-add people, so let's built it together💪

submitted 213 days ago • 41 comments

How to save/bookmark posts on 🦋?

submitted 211 days ago • 4 comments

I wanted to contribute to "Starter Pack Season" with one for Stanford NLP+HCI: go.bsky.app/VZBhuJ5 Here are some other great starter packs: - CSS: go.bsky.app/GoEyD7d + go.bsky.app/CYmRvcK - NLP: go.bsky.app/SngwGeS + go.bsky.app/JgneRQk - HCI: go.bsky.app/p3TLwt - Women in AI: go.bsky.app/LaGDpqg

submitted 219 days ago • 2 comments

Wow, I guess 🦋 is taking off 😆 If you don't know me or my work, here are some highlights: In-Context RL / LLM Agents EVOLvE arxiv.org/pdf/2410.06238 Accelerate Distributed System arxiv.org/pdf/2410.15625 RL / Causal Inference + Human arxiv.org/pdf/2304.04933 arxiv.org/abs/2407.09975

submitted 215 days ago • 0 comments

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

submitted 216 days ago • 12 comments

This talk is just fascinating — “o1 has an effective way to scale compute at inference time” — but you just can’t tell us what it exactly is 🤣

submitted 215 days ago • 0 comments

Noam Brown giving a talk on o1 at Stanford right now 🔥

submitted 215 days ago • 1 comment