Posts Tagged :

reinforcement learning

Ray: A Distributed Computing Platform for Reinforcement Learning with Ion Stoica
800 800 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
This week my guest is Alekh Agarwal. Alekh is a researcher with Microsoft Research whose research is focused on Interactive Machine Learning.read more
Deep Learning: Modular in Theory, Inflexible in Practice with Diogo Almeida
800 800 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
In this interview, Diogo and I discuss some practical realities of deep learning; specifically the data, software, optimization and understanding issues surrounding deep learning. read more
Dueling Neural Networks at ICML, Plus Training a Robotic Housekeeper—TWIML 2016/06/24
900 665 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

This week’s show covers the International Conference on Machine Learning (ICML 2016), “dueling architectures” for reinforcement learning, AI safety goals for robots, plus top AI business deals, tech announcement, projects…

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