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)

Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497

Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497

Today we continue our CVPR 2021 coverage joined by Claire Monteleoni, an associate professor at the University of Colorado Boulder.  We cover quite a bit of ground in our conversation with Claire, inc...

1 Jul 202142min

Skip-Convolutions for Efficient Video Processing with Amir Habibian - #496

Skip-Convolutions for Efficient Video Processing with Amir Habibian - #496

Today we kick off our CVPR coverage joined by Amir Habibian, a senior staff engineer manager at Qualcomm Technologies.  In our conversation with Amir, whose research primarily focuses on video percept...

28 Jun 202147min

Advancing NLP with Project Debater w/ Noam Slonim - #495

Advancing NLP with Project Debater w/ Noam Slonim - #495

Today we’re joined by Noam Slonim, the principal investigator of Project Debater at IBM Research.  In our conversation with Noam, we explore the history of Project Debater, the first AI system that ca...

24 Jun 202151min

Bringing AI Up to Speed with Autonomous Racing w/ Madhur Behl - #494

Bringing AI Up to Speed with Autonomous Racing w/ Madhur Behl - #494

Today we’re joined by Madhur Behl, an Assistant Professor in the department of computer science at the University of Virginia.  In our conversation with Madhur, we explore the super interesting work h...

21 Jun 202151min

AI and Society: Past, Present and Future with Eric Horvitz - #493

AI and Society: Past, Present and Future with Eric Horvitz - #493

Today we continue our AI Innovation series joined by Microsoft’s Chief Scientific Officer, Eric Horvitz.  In our conversation with Eric, we explore his tenure as AAAI president and his focus on the fu...

17 Jun 202153min

Agile Applied AI Research with Parvez Ahammad - #492

Agile Applied AI Research with Parvez Ahammad - #492

Today we’re joined by Parvez Ahammad, head of data science applied research at LinkedIn. In our conversation, Parvez shares his interesting take on organizing principles for his organization, starting...

14 Jun 202143min

Haptic Intelligence with Katherine J. Kuchenbecker - #491

Haptic Intelligence with Katherine J. Kuchenbecker - #491

Today we’re joined Katherine J. Kuchenbecker, director at the Max Planck Institute for Intelligent Systems and of the haptic intelligence department.  In our conversation, we explore Katherine’s resea...

10 Jun 202138min

Data Science on AWS with Chris Fregly and Antje Barth - #490

Data Science on AWS with Chris Fregly and Antje Barth - #490

Today we continue our coverage of the AWS ML Summit joined by Chris Fregly, a principal developer advocate at AWS, and Antje Barth, a senior developer advocate at AWS.  In our conversation with Chris ...

7 Jun 202140min

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