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.

Avsnitt(779)

AI for Earth with Lucas Joppa - TWiML Talk #228

AI for Earth with Lucas Joppa - TWiML Talk #228

Today we’re joined by Lucas Joppa, Chief Environmental Officer at Microsoft and Zach Parisa, Co-founder and president of Silvia Terra, a Microsoft AI for Earth grantee. In our conversation, we explor...

8 Feb 201956min

AI for Accessibility with Wendy Chisholm - TWiML Talk #227

AI for Accessibility with Wendy Chisholm - TWiML Talk #227

Today we’re joined by Wendy Chisholm, a principal accessibility architect at Microsoft, and one of the chief proponents of the AI for Accessibility program, which extends grants to AI-powered accessib...

6 Feb 201950min

AI for Humanitarian Action with Justin Spelhaug - TWiML Talk #226

AI for Humanitarian Action with Justin Spelhaug - TWiML Talk #226

Today we're joined by Justin Spelhaug, General Manager of Technology for Social Impact at Microsoft. In our conversation, we discuss the company’s efforts in AI for Humanitarian Action, covering Mic...

4 Feb 201958min

Teaching AI to Preschoolers with Randi Williams - TWiML Talk #225

Teaching AI to Preschoolers with Randi Williams - TWiML Talk #225

Today, in the first episode of our Black in AI series, we’re joined by Randi Williams, PhD student at the MIT Media Lab. At the Black in AI workshop Randi presented her research on Popbots: A Early C...

31 Jan 201943min

Holistic Optimization of the LinkedIn News Feed - TWiML Talk #224

Holistic Optimization of the LinkedIn News Feed - TWiML Talk #224

Today we’re joined by Tim Jurka, Head of Feed AI at LinkedIn. In our conversation, Tim describes the holistic optimization of the feed and we discuss some of the interesting technical and business cha...

28 Jan 201948min

AI at the Edge at Qualcomm with Gary Brotman - TWiML Talk #223

AI at the Edge at Qualcomm with Gary Brotman - TWiML Talk #223

Today we’re joined by Gary Brotman, Senior Director of Product Management at Qualcomm Technologies, Inc. Gary, who got his start in AI through music, now leads strategy and product planning for the c...

24 Jan 201951min

AI Innovation at CES - TWiML Talk #222

AI Innovation at CES - TWiML Talk #222

A few weeks ago, I made the trek to Las Vegas for the world’s biggest electronics conference, CES. In this special visual only episode, we’re going to check out some of the interesting examples of mac...

21 Jan 20192min

Self-Tuning Services via Real-Time Machine Learning with Vladimir Bychkovsky - TWiML Talk #221

Self-Tuning Services via Real-Time Machine Learning with Vladimir Bychkovsky - TWiML Talk #221

Today we’re joined by Vladimir Bychkovsky, Engineering Manager at Facebook, to discuss Spiral, a system they’ve developed for self-tuning high-performance infrastructure services at scale, using real-...

17 Jan 201946min

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