Trends in Reinforcement Learning with Pablo Samuel Castro - #443

Trends in Reinforcement Learning with Pablo Samuel Castro - #443

Today we kick off our annual AI Rewind series joined by friend of the show Pablo Samuel Castro, a Staff Research Software Developer at Google Brain. Pablo joined us earlier this year for a discussion about Music & AI, and his Geometric Perspective on Reinforcement Learning, as well our RL office hours during the inaugural TWIMLfest. In today’s conversation, we explore some of the latest and greatest RL advancements coming out of the major conferences this year, broken down into a few major themes, Metrics/Representations, Understanding and Evaluating Deep Reinforcement Learning, and RL in the Real World. This was a very fun conversation, and we encourage you to check out all the great papers and other resources available on the show notes page.

Episoder(778)

AI’s Legal and Ethical Implications with Sandra Wachter - #521

AI’s Legal and Ethical Implications with Sandra Wachter - #521

Today we’re joined by Sandra Wacther, an associate professor and senior research fellow at the University of Oxford.  Sandra’s work lies at the intersection of law and AI, focused on what she likes t...

23 Sep 202149min

Compositional ML and the Future of Software Development with Dillon Erb - #520

Compositional ML and the Future of Software Development with Dillon Erb - #520

Today we’re joined by Dillon Erb, CEO of Paperspace.  If you’re not familiar with Dillon, he joined us about a year ago to discuss Machine Learning as a Software Engineering Discipline; we strongly e...

20 Sep 202141min

Generating SQL Database Queries from Natural Language with Yanshuai Cao - #519

Generating SQL Database Queries from Natural Language with Yanshuai Cao - #519

Today we’re joined by Yanshuai Cao, a senior research team lead at Borealis AI. In our conversation with Yanshuai, we explore his work on Turing, their natural language to SQL engine that allows users...

16 Sep 202138min

Social Commonsense Reasoning with Yejin Choi - #518

Social Commonsense Reasoning with Yejin Choi - #518

Today we’re joined by Yejin Choi, a professor at the University of Washington. We had the pleasure of catching up with Yejin after her keynote interview at the recent Stanford HAI “Foundational Models...

13 Sep 202151min

Deep Reinforcement Learning for Game Testing at EA with Konrad Tollmar - #517

Deep Reinforcement Learning for Game Testing at EA with Konrad Tollmar - #517

Today we’re joined by Konrad Tollmar, research director at Electronic Arts and an associate professor at KTH.  In our conversation, we explore his role as the lead of EA’s applied research team SEED ...

9 Sep 202140min

Exploring AI 2041 with Kai-Fu Lee - #516

Exploring AI 2041 with Kai-Fu Lee - #516

Today we’re joined by Kai-Fu Lee, chairman and CEO of Sinovation Ventures and author of AI 2041: Ten Visions for Our Future.  In AI 2041, Kai-Fu and co-author Chen Qiufan tell the story of how AI cou...

6 Sep 202147min

Advancing Robotic Brains and Bodies with Daniela Rus - #515

Advancing Robotic Brains and Bodies with Daniela Rus - #515

Today we’re joined by Daniela Rus, director of CSAIL & Deputy Dean of Research at MIT.  In our conversation with Daniela, we explore the history of CSAIL, her role as director of one of the most pres...

2 Sep 202145min

Neural Synthesis of Binaural Speech From Mono Audio with Alexander Richard - #514

Neural Synthesis of Binaural Speech From Mono Audio with Alexander Richard - #514

Today we’re joined by Alexander Richard, a research scientist at Facebook Reality Labs, and recipient of the ICLR Best Paper Award for his paper “Neural Synthesis of Binaural Speech From Mono Audio.” ...

30 Aug 202146min

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