Welcome to the Era of Experience!
We stand on the threshold of a new era in artificial intelligence that promises to achieve an unprecedented level of ability. A new generation of agents will acquire superhuman capabilities by...¨
Subtitle is an Extract of ¨The Era Of Experience Paper¨ .
You can also find very interesting information about what this means in this video!
Google DeepMind: The Podcast
In this episode of Google DeepMind: The Podcast, David Silver, Vice President of Reinforcement Learning, describes his vision for the future of AI, exploring the concept of the "age of experience" versus the current "age of human data." Using AlphaGo and AlphaZero as examples, he highlights how these systems surpassed human capabilities by applying reinforcement learning without prior human knowledge. This approach contrasts with large language models, which rely on data and human feedback. Silver emphasizes the need to explore this path to drive AI progress and achieve artificial superintelligence. ___
Additional Resources
Metagradient Reinforcement Learning (2018) https://arxiv.org/abs/1805.09801
Going to Zero (T1, Google DeepMind Podcast) • Going to Zero
AlphaGo Documentary: • AlphaGo - The Movie | Award-Winning...
Enjoy!!