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.

Jaksot(778)

Theory of Computation with Jelani Nelson - #473

Theory of Computation with Jelani Nelson - #473

Today we’re joined by Jelani Nelson, a professor in the Theory Group at UC Berkeley. In our conversation with Jelani, we explore his research in computational theory, where he focuses on building str...

8 Huhti 202133min

Human-Centered ML for High-Risk Behaviors with Stevie Chancellor - #472

Human-Centered ML for High-Risk Behaviors with Stevie Chancellor - #472

Today we’re joined by Stevie Chancellor, an Assistant Professor in the Department of Computer Science and Engineering at the University of Minnesota. In our conversation with Stevie, we explore her w...

5 Huhti 202140min

Operationalizing AI at Dataiku with Conor Jensen - #471

Operationalizing AI at Dataiku with Conor Jensen - #471

In this episode, we’re joined by Dataiku’s Director of Data Science, Conor Jensen. In our conversation, we explore the panel he lead at TWIMLcon “AI Operationalization: Where the AI Rubber Hits the Ro...

1 Huhti 202123min

ML Lifecycle Management at Algorithmia with Diego Oppenheimer - #470

ML Lifecycle Management at Algorithmia with Diego Oppenheimer - #470

In this episode, we’re joined by Diego Oppenheimer, Founder and CEO of Algorithmia. In our conversation, we discuss Algorithmia’s involvement with TWIMLcon, as well as an exploration of the results of...

1 Huhti 202126min

End to End ML at Cloudera with Santiago Giraldo - #469 [TWIMLcon Sponsor Series]

End to End ML at Cloudera with Santiago Giraldo - #469 [TWIMLcon Sponsor Series]

In this episode, we’re joined by Santiago Giraldo, Director Of Product Marketing for Data Engineering & Machine Learning at Cloudera. In our conversation, we discuss Cloudera’s talks at TWIMLcon, as w...

29 Maalis 202122min

ML Platforms for Global Scale at Prosus with Paul van der Boor - #468 [TWIMLcon Sponsor Series]

ML Platforms for Global Scale at Prosus with Paul van der Boor - #468 [TWIMLcon Sponsor Series]

In this episode, we’re joined by Paul van der Boor, Senior Director of Data Science at Prosus, to discuss his TWIMLcon experience and how they’re using ML platforms to manage machine learning at a glo...

29 Maalis 202122min

Can Language Models Be Too Big? 🦜 with Emily Bender and Margaret Mitchell - #467

Can Language Models Be Too Big? 🦜 with Emily Bender and Margaret Mitchell - #467

Today we’re joined by Emily M. Bender, Professor at the University of Washington, and AI Researcher, Margaret Mitchell.  Emily and Meg, as well as Timnit Gebru and Angelina McMillan-Major, are co-aut...

24 Maalis 202154min

Applying RL to Real-World Robotics with Abhishek Gupta - #466

Applying RL to Real-World Robotics with Abhishek Gupta - #466

Today we’re joined by Abhishek Gupta, a PhD Student at UC Berkeley.  Abhishek, a member of the BAIR Lab, joined us to talk about his recent robotics and reinforcement learning research and interests,...

22 Maalis 202136min

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