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Snippet: Beyond Language Models: Why Reinforcement Learning Still Matters: Martin Riedmiller, Research Scientist & Controls Team Lead, Google DeepMind

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Content provided by Outgrow. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Outgrow or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

🧠 Beyond Language Models: Why Reinforcement Learning Still Matters: Martin Riedmiller, Research Scientist & Controls Team Lead, Google DeepMindWhile large language models have taken center stage with their incredible capabilities, Martin reminds us of something crucial: true intelligence isn’t just about processing existing data, it’s about learning from experience.Reinforcement Learning (RL) is the field that helps systems:🌱 Learn behavior from raw interaction with the world🤝 Adapt autonomously rather than rely solely on pre-curated data🧩 Discover new strategies that even humans might not think to demonstrate🔄 Continuously evolve through trial, feedback, and iterationAs AI moves forward, scaling models is not enough; we need systems that can teach themselves.The future of AI lies in combining scale with self-learning, not just predicting, but behaving.

Listen to the full podcast- https://premade.outgrow.us/interview-with-Martin-Riedmiller

#DeepMind #ReinforcementLearning #AIResearch #FutureOfAI #MachineLearning #AutonomousSystems #LLM #AIInnovation #GenerativeAI

  continue reading

574 episodes

Artwork
iconShare
 
Manage episode 519285033 series 3232865
Content provided by Outgrow. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Outgrow or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

🧠 Beyond Language Models: Why Reinforcement Learning Still Matters: Martin Riedmiller, Research Scientist & Controls Team Lead, Google DeepMindWhile large language models have taken center stage with their incredible capabilities, Martin reminds us of something crucial: true intelligence isn’t just about processing existing data, it’s about learning from experience.Reinforcement Learning (RL) is the field that helps systems:🌱 Learn behavior from raw interaction with the world🤝 Adapt autonomously rather than rely solely on pre-curated data🧩 Discover new strategies that even humans might not think to demonstrate🔄 Continuously evolve through trial, feedback, and iterationAs AI moves forward, scaling models is not enough; we need systems that can teach themselves.The future of AI lies in combining scale with self-learning, not just predicting, but behaving.

Listen to the full podcast- https://premade.outgrow.us/interview-with-Martin-Riedmiller

#DeepMind #ReinforcementLearning #AIResearch #FutureOfAI #MachineLearning #AutonomousSystems #LLM #AIInnovation #GenerativeAI

  continue reading

574 episodes

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