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Podcast: Deep Reinforcement Learning in the Real World with Anna Goldie Podcast: Deep Reinforcement Learning in the Real World with Anna Goldie
Learn about cutting-edge developments in AI and data science from the experts who know them best on ODSC’s Ai X Podcast.... Podcast: Deep Reinforcement Learning in the Real World with Anna Goldie

Learn about cutting-edge developments in AI and data science from the experts who know them best on ODSC’s Ai X Podcast. Each week we release an interview with a leading expert, core contributor, experienced practitioner, or acclaimed instructor who is helping to shape the future of the AI industry through their work or research.

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September 5th to 6th, 2024 – London

Featuring 200 hours of content, 90 thought leaders and experts, and 40+ workshops and training sessions, Europe 2024 will keep you up-to-date with the latest topics and tools in everything from machine learning to generative AI and more.

 

In this podcast, Anna Goldie, Senior Staff Research Scientist at Google DeepMind joins us for a discussion of deep reinforcement learning in the real world.

Anna’s current role has her working on large language model (LLM) research for Gemini and Bard. Prior to that, she worked on reinforcement learning for LLMs and retrieval-augmented LLMs at Anthropic, and was co-founder/lead of the ML for Systems team in Google Brain.

During this wide-ranging discussion, you’ll learn about her own professional journey with Google Brain, Anthropic, and Google Deepmind before getting into the core principles of deep reinforcement learning.

You’ll also explore how deep reinforcement learning can be used in large language models, reinforcement learning from human feedback, retrieval augmented generation (RAG), RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval, LLM finetuning, and much more.

In-Person & Virtual Data Science Conference

October 29th-31st, 2024 – Burlingame, CA

Join us for 300+ hours of expert-led content, featuring hands-on, immersive training sessions, workshops, tutorials, and talks on cutting-edge AI tools and techniques, including our first-ever track devoted to AI Robotics!

 

Start listening now to fully explore the current landscape of deep reinforcement learning for the real world, and don’t forget to subscribe to ODSC’s Ai X Podcast to ensure you never miss an episode. Finally, like what you hear? Leave a review or share it with a friend! You can listen on Spotify, Apple, and SoundCloud.

Or join us at ODSC East Virtual to hear Anna Goldie’s Keynote talk, “Deep Reinforcement Learning in the Real World: From Chip Design to LLMs,” in which she will discuss reinforcement learning for LLMs and chip floorplanning, one of the first use cases for reinforcement learning solving a real-world problem.

ODSC Team

ODSC Team

ODSC gathers the attendees, presenters, and companies that are shaping the present and future of data science and AI. ODSC hosts one of the largest gatherings of professional data scientists with major conferences in USA, Europe, and Asia.

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