Posts Tagged :

reinforcement learning

re:Invent Roundup Roundtable 2018 with Dave McCrory and Val Bercovici
800 800 This Week in Machine Learning & AI

For today’s show, I’m excited to present our second annual re:Invent Roundtable Roundup. This year I’m joined by my friends Dave McCrory, VP of Software Engineering at Wise.io at GE Digital,…

read more
Advanced Reinforcement Learning & Data Science for Social Impact with Vukosi Marivate
800 800 This Week in Machine Learning & AI

In this, the final show of our Deep Learning Indaba series, we speak with Vukosi Marivate, Chair of Data Science at the University of Pretoria and a co-organizer of the…

read more
Deep Reinforcement Learning Primer and Research Frontiers with Kamyar Azizzadenesheli
800 800 This Week in Machine Learning & AI

Today we’re joined by Kamyar Azizzadenesheli, PhD student at the University of California, Irvine, and visiting researcher at Caltech where he works with Anima Anandkumar, who you might remember from…

read more
Adversarial Attacks Against Reinforcement Learning Agents with Ian Goodfellow & Sandy Huang
800 800 This Week in Machine Learning & AI

In this episode, I’m joined by Ian Goodfellow, Staff Research Scientist at Google Brain and Sandy Huang, Phd Student in the EECS department at UC Berkeley, to discuss their work…

read more
Hot Topics in ML & AI in 2018!
1024 683 This Week in Machine Learning & AI

Happy New Year! I hope you had a great one and that you’re as pumped about 2018 as I am. I’ve enjoyed the opportunity to relax a bit with family…

read more
Ray: A Distributed Computing Platform for Reinforcement Learning with Ion Stoica
800 800 This Week in Machine Learning & AI
I talk with Ion Stoica, professor of computer science & director of the RISE Lab at UC Berkeley. We dive into Ray, a new distributed computing platform for RL, as well as RL generally, along with some of the other projects RISE Lab is working on, like Clipper & Tegra.read more
Robotic Perception and Control with Chelsea Finn
800 800 This Week in Machine Learning & AI
Our third guest in the Industrial AI series is Chelsea Finn,  PhD student at UC Berkeley. Despite being early in her career, Chelsea is an accomplished researcher with more than 14 published papers in the past 2 years, on subjects like Deep Visual Foresight , Model-Agnostic Meta-Learning and Visuomotor Learning to name a few. We discuss all of these topics in the show, as well as subjects like zero-shot, one-shot and few-shot learning.read more
Reinforcement Learning Deep Dive with Pieter Abbeel
800 800 This Week in Machine Learning & AI
Our second guest in the Industrial AI series is Pieter Abbeel, Assistant Professor at UC Berkeley, Research Scientist at OpenAI, and Cofounder of Gradescope. During this conversation, Pieter and I really dig into reinforcement learning, which is a technique for allowing robots (or AIs) to learn through their own trial and error. read more
Reinforcement Learning: The Next Frontier of Gaming with Danny Lange
800 800 This Week in Machine Learning & AI
My guest on the show this week is Danny Lange, VP for Machine Learning & AI at video game technology developer Unity Technologies. Danny is well traveled in the world of ML and AI, and has had a hand in developing machine learning platforms at companies like Uber, Amazon and Microsoft.read more
Alekh Agarwal Interview - Interactive Machine Learning Systems
Interactive Machine Learning Systems with Alekh Agarwal
800 800 This Week in Machine Learning & AI
This week my guest is Alekh Agarwal. Alekh is a researcher with Microsoft Research whose research is focused on Interactive Machine Learning.read more
  • 1
  • 2