Generalisation vs Reasoning

Generalisation vs Reasoning

Author: Ather Gattami February 8, 2024 Duration: 33:03

Reinforcement learning is a type of machine learning that allows agents to learn by interacting with their environment. DeepMind researcher, David Abel is interested in using reinforcement learning to understand and build intelligent agents. One of the big questions in AI is what exactly "intelligence" is. Another big question is how to build intelligent agents that can reason and solve problems. Abel believes that it is important to achieve conceptual clarity in AI.  

Abel's research focuses on AI's core scientific questions, emphasizing the need for conceptual clarity about intelligent behavior and agents. David express skepticism about creating AI with certain reward functions, suggesting that multi-criteria objectives could better align AI with human interests. 

 
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Hosted by Ather Gattami, AI-podden has become a central voice in the Swedish conversation on artificial intelligence. This isn't a dry technical lecture; it's a series of grounded discussions that explore how these rapid technological shifts are reshaping our world in real time. Each episode brings in a different perspective, featuring guests from across the spectrum of society-from researchers and entrepreneurs to policymakers and cultural critics. You'll hear thoughtful analysis on the latest developments, but also practical conversations about ethics, societal impact, and the human stories behind the algorithms. Tuning into this podcast means getting a clearer, more nuanced picture of the forces defining our future, moving beyond the headlines to understand the true stakes and opportunities of AI. It’s that commitment to diverse, substantive dialogue that has made it one of the country's most popular listens in technology and news.
Author: Language: English Episodes: 100

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