As a war refugee during my childhood, I ask everyone who can to please donate to institutions providing humanitarian aid to help those displaced from their homes and loved ones by war. I have already donated, and tomorrow I’ll teach my children to do it too 💙💛

Unsupervised skill learning allows RL agents to learn useful behaviors in the absence of task-specific rewards. But beneath its promising facade lies a dark secret… a challenging exploration problem! Check out our #iclr2022 Spotlight to learn more: arxiv.org/abs/2107.14226. 🧵⬇️

are you a student from Ukraine facing program interruption, apply to U of T Department of Computer Science Summer Program for Students from Ukraine. (Vector Institute, University of Toronto) All expenses covered and quick turnaround. 📅 Apply by Apr 8, a decision by Apr 13. web.cs.toronto.edu/summer-program… 🙏spread the word🙏

I'm looking to hire Research Scientists to work on all things deep reinforcement learning with me on the Discovery team @deepmind. If you are interested in exploration, options, meta-RL, generalization, etc. apply here and mention me in your application: boards.greenhouse.io/deepmind/jobs/…

Are you a foreigner wanting to help Ukraine from abroad? Then this list is for you. All the verified ways to help Ukraine and Ukrainians euromaidanpress.com/2022/02/27/ver…

If you’re interested in unsupervised skill learning, exploration, variational infomax, and/or ensemble-based uncertainty estimation, come chat with us at our #ICLR2022 poster today! (Starting in just over an hour…) iclr.cc/virtual/2022/p… Steven Hansen Kate Baumli David Warde-Farley 🇺🇦 @[email protected] Vlad Mnih

Gato🐈a scalable generalist agent that uses a single transformer with exactly the same weights to play Atari, follow text instructions, caption images, chat with people, control a real robot arm, and more: dpmd.ai/Gato Paper: dpmd.ai/Gato-paper 1/

We have two research engineer positions in the vision group at DeepMind. Apply at boards.greenhouse.io/deepmind/jobs/…

Kyiv-Mohyla Academy, one of the best Ukrainian Universities, is collecting a scholarship fund for students critically affected by the war (lost relatives/home/were displaced). If you want to support 🇺🇦 education, consider donating to them (PayPal/SWIFT): kma-scholarships.org/en/

Congratulations to Tejas Kulkarni and the Common Sense Machines team! CommonSim-1's Real2Sim capabilities look really impressive.

Really excited to share our recent work on in-context reinforcement learning with transformers - arxiv.org/abs/2210.14215

Transformers have shown remarkable capabilities - but can they improve themselves autonomously from trial and error? New research shows how a single transformer can explore and solve tasks using this method without ever updating its parameters ➡️ dpmd.ai/3sv7Oh1

Our team is hiring for both RS and RE roles! Research focus is building generalist agents. At ICML this week, ping me if you're interested in chatting.

Are you interested in building generalist agents? Our team is hiring for the roles of Research Engineer and Research Scientist in Toronto. Apply at deepmind.com/careers/jobs?l…

I am happy to advertise a position for a student researcher under the Google DeepMind program deepmind.google/about/careers/… , for a project with Tom Zahavy , myself, and others, at the intersection of generative modelling, creativity, and planning. Strong programming skills required.

Today I’m launching Reflection AI with my friend and co-founder Ioannis Antonoglou. Our team pioneered major advances in RL and LLMs, including AlphaGo and Gemini. At Reflection, we're building superintelligent autonomous systems. Starting with autonomous coding.