🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Internships applications open tomorrow - we have some openings in the Game Theory & Multi-Agent team!

Internship applications are now open! This year we have opportunities across various teams and offices 🌎🌍 Apply today via dpmd.ai/internships and learn more about the experience below ⬇️ #DeepMindInterns

#AlphaTensor: adapting AlphaZero to symbolically find better (exact) matrix multiplication algorithms. By putting coefficients of the symbolic expression into a tensor, the algorithm design task becomes an (NP-hard) low-rank tensor decomposition problem, which we attacked with RL

Introducing the Perception Test, a new multimodal benchmark using real-world videos to help evaluate the perception capabilities of a model: dpmd.ai/dm-perception-… 1/

A newly developed #AI agent called DeepNash learned to play Stratego—one of the few board games AI has not yet mastered—at a human expert level, @DeepMind researchers report in Science. Learn more: scim.ag/JA

Today in Nature Communications, we explore how AI agents can better communicate and cooperate in Diplomacy - a 7-player board game of coordination and alliance formation. 🤝 Find out more: dpmd.ai/diplomacy-natu…

Using negotiation algorithms, agents can form contracts regarding their next move & outperform others without this ability. When agents may deviate from past contracts, we show that sanctioning peers who break promises fosters more truthful communication: dpmd.ai/diplomacy-tw

I’m super excited to share our work on AdA: An Adaptive Agent capable of hypothesis-driven exploration which solves challenging unseen tasks with just a handful of experience, at a similar timescale to humans. sites.google.com/corp/view/adap… See the thread for more details 👇 [1/N]

Football players can tackle, get up, kick and chase a ball in one seamless motion. How could robots master these motor skills? ⚽ We trained AI agents to demonstrate these agile behaviours using end-to-end reinforcement learning. Find out more: dpmd.ai/41N3CsM

Our latest work in nature today: #AlphaDev discovered a new faster sorting algorithm that we open sourced to the main C++ library for all developers to use. This is just the beginning of AI being used to find many more efficiencies in code in future dpmd.ai/alphadev-tw

How can AI work better with human experts in areas like medicine where safety is paramount? 🩺 With Google AI, we propose CoDoC: a model that learns when predictive AI is offering correct information - and when it's better to defer to a clinician. dpmd.ai/3NTA5bb

⚽🌐🕸️🤖 arXiv:2310.10553 arxiv.org/abs/2310.10553

Student researcher positions at Google DeepMind are now open for applications until Dec 15 – see our careers webpage. Also a good opportunity to re-share my article of how I prepared for my internship back in 2019: davidstutz.de/how-i-prepared…

I just published the story of how I created the world’s first No-Limit Holdem poker solver and made $500k by age 23 medium.com/@olegostroumov… I had to keep the story secret since 2013, but now you can read how I went from near broke to reshaping world's toughest poker games

What do haggling, debate, and convincing your kids to go to bed all have in common with Poker? With #LLMs, we map them all onto the framework of #gametheory; we then generate conversational strategies using the same methods that beat top Poker pros. arxiv.org/abs/2402.01704

Super excited to share 🧠MLGym 🦾 – the first Gym environment for AI Research Agents 🤖🔬 We introduce MLGym and MLGym-Bench, a new framework and benchmark for evaluating and developing LLM agents on AI research tasks. The key contributions of our work are: 🕹️ Enables the

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution arxiv.org/abs/2502.18449 by Yuxiang Wei Sida Wang and the whole team! Get started with your favorite model here github.com/facebookresear…

Come join us! We have a crack team across US + UK (Yoram Bachrach) working on agents that can do AI research. We're hiring a full-time PhD new grad Research Scientist based in New York. Ideal candidate has published on RL / reasoning with LLMs.

Hello World: My team at FAIR / AI at Meta (AI Research Agent) is looking to hire contractors across software engineering and ML. If you are interested and based in the UK, please fill in the following short EoI form: docs.google.com/forms/d/e/1FAI…