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)

The Future of Autonomous Systems with Gurdeep Pall - #450

The Future of Autonomous Systems with Gurdeep Pall - #450

Today we’re joined by Gurdeep Pall, Corporate Vice President at Microsoft. Gurdeep, who we had the pleasure of speaking with on his 31st anniversary at the company, has had a hand in creating quite a...

25 Tammi 202153min

AI for Ecology and Ecosystem Preservation with Bryan Carstens - #449

AI for Ecology and Ecosystem Preservation with Bryan Carstens - #449

Today we’re joined by Bryan Carstens, a professor in the Department of Evolution, Ecology, and Organismal Biology & Head of the Tetrapod Division in the Museum of Biological Diversity at The Ohio Stat...

21 Tammi 202135min

Off-Line, Off-Policy RL for Real-World Decision Making at Facebook - #448

Off-Line, Off-Policy RL for Real-World Decision Making at Facebook - #448

Today we’re joined by Jason Gauci, a Software Engineering Manager at Facebook AI. In our conversation with Jason, we explore their Reinforcement Learning platform, Re-Agent (Horizon). We discuss the ...

18 Tammi 20211h 1min

A Future of Work for the Invisible Workers in A.I. with Saiph Savage - #447

A Future of Work for the Invisible Workers in A.I. with Saiph Savage - #447

Today we’re joined by Saiph Savage, a Visiting professor at the Human-Computer Interaction Institute at CMU, director of the HCI Lab at WVU, and co-director of the Civic Innovation Lab at UNAM. We ca...

14 Tammi 202138min

Trends in Graph Machine Learning with Michael Bronstein - #446

Trends in Graph Machine Learning with Michael Bronstein - #446

Today we’re back with the final episode of AI Rewind joined by Michael Bronstein, a professor at Imperial College London and the Head of Graph Machine Learning at Twitter. In our conversation with Mi...

11 Tammi 20211h 14min

Trends in Natural Language Processing with Sameer Singh - #445

Trends in Natural Language Processing with Sameer Singh - #445

Today we continue the 2020 AI Rewind series, joined by friend of the show Sameer Singh, an Assistant Professor in the Department of Computer Science at UC Irvine.  We last spoke with Sameer at our Na...

7 Tammi 20211h 21min

Trends in Computer Vision with Pavan Turaga - #444

Trends in Computer Vision with Pavan Turaga - #444

AI Rewind continues today as we’re joined by Pavan Turaga, Associate Professor in both the Departments of Arts, Media, and Engineering & Electrical Engineering, and the Interim Director of the School ...

4 Tammi 20211h 9min

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