Faculty at UC Berkeley Center for Human-Compatible AI
people.eecs.berkeley.edu/~russell
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Stuart Jonathan Russell on Wikipedia
Projects:
Book "Human Compatible: Artificial Intelligence and the Problem of Control", 2019
Rationality and Intelligence
Book "Artificial Intelligence: A Modern Approach", Stuart Russell, Peter Norvig, 2009
Rationality and Intelligence - Stuart J Russell keynote at PT-AI 2013
Published on Oct 3, 2013
Abstract: The notion of bounded optimality has been proposed as a replacement for perfect rationality as a theoretical foundation for AI. I will review the motivation for this concept, including similar ideas from other fields, and describe some research undertaken within this paradigm to address the problems faced by intelligent agents in making complex decisions over long time scales.
Lethal autonomous weapons
Published on Apr 8, 2016
Biography:
Stuart Russell received his B.A. with first-class honours in physics from Oxford University in 1982 and his Ph.D. in computer science from Stanford in 1986. He then joined the faculty of the University of California at Berkeley, where he is Professor (and formerly Chair) of Electrical Engineering and Computer Sciences and holder of the Smith-Zadeh Chair in Engineering. He is also an Adjunct Professor of Neurological Surgery at UC San Francisco and Vice-Chair of the World Economic Forum's Council on AI and Robotics. He has published over 150 papers on a wide range of topics in artificial intelligence including machine learning, probabilistic reasoning, knowledge representation, planning, real-time decision making, multitarget tracking, computer vision, computational physiology, and global seismic monitoring. His books include "The Use of Knowledge in Analogy and Induction", "Do the Right Thing: Studies in Limited Rationality" (with Eric Wefald), and "Artificial Intelligence: A Modern Approach" (with Peter Norvig).
Abstract:
Autonomous weapons systems select and engage targets without human intervention; they become lethal when those targets include humans. LAWS might include, for example, armed quadcopters that can search for and eliminate enemy combatants in a city, but do not include cruise missiles or remotely piloted drones for which humans make all targeting decisions. The artificial intelligence (AI) and robotics communities face an important ethical decision: whether to support or oppose the development of lethal autonomous weapons systems (LAWS).
The UN has held three major meetings in Geneva under the auspices of the Convention on Certain Conventional Weapons, or CCW, to discuss the possibility of a treaty banning autonomous weapons. There is at present broad agreement on the need for "meaningful human control" over selection of targets and decisions to apply deadly force. Much work remains to be done on refining the necessary definitions and identifying exactly what should or should not be included in any proposed treaty.
Wednesday, April 6, 2016 from 12:00 PM to 1:00 PM (PDT)
Sutardja Dai Hall - Banatao Auditorium
University of California, Berkeley
3 principles for creating safer AI | Stuart Russell
Published on Jun 6, 2017
How can we harness the power of superintelligent AI while also preventing the catastrophe of robotic takeover? As we move closer toward creating all-knowing machines, AI pioneer Stuart Russell is working on something a bit different: robots with uncertainty. Hear his vision for human-compatible AI that can solve problems using common sense, altruism and other human values.
Stuart Russell on Artificial Intelligence: What if we succeed?
Published on Sep 13, 2018
Stuart Russell is a professor of Computer Science at UC Berkeley as well as co-author of the most popular textbook in the field – Artificial Intelligence: A Modern Approach. Given that it has been translated into 13 languages and is used in more than 1,300 universities in 118 countries, I can hardly think of anyone more qualified or more appropriate to discuss issues related to AI or the technological singularity. Unfortunately, we had problems with our internet connection and, consequently, the video recording is among the worst I have ever published. Thus this episode may be a good candidate to listen to as an audio file only. However, given how prominent Prof. Russel is and how generous he was with his time, I thought it would be a sad loss if I didn’t publish the video also, poor quality as it is.
During our 90 min conversation with Stuart Russell we cover a variety of interesting topics such as: his love for physics and computer science; human preferences, expected utility and decision making; why his textbook on AI was “unreasonably successful”; his dream that AI will contribute to a Golden Age of Humanity; aligning human and AI objectives; the proper definition of Artificial Intelligence; Machine Learning vs Deep Learning; debugging and the King Midas problem; the control problem and Russell’s 3 Laws; provably safe mathematical systems and the nature of intelligence; the technological singularity; Artificial General Intelligence and consciousness…
Provably Beneficial AI
Published on Mar 25, 2019
Stuart Russell gives an introduction to the problem of AI alignment as we walk the path towards provably beneficial AI.
After our Puerto Rico AI conference in 2015 and our Asilomar Beneficial AI conference in 2017, we returned to Puerto Rico at the start of 2019 to talk about Beneficial AGI. We couldn’t be more excited to see all of the groups, organizations, conferences and workshops that have cropped up in the last few years to ensure that AI today and in the near future will be safe and beneficial. And so we now wanted to look further ahead to artificial general intelligence (AGI), the classic goal of AI research, which promises tremendous transformation in society. Beyond mitigating risks, we want to explore how we can design AGI to help us create the best future for humanity.
We again brought together an amazing group of AI researchers from academia and industry, as well as thought leaders in economics, law, policy, ethics, and philosophy for five days dedicated to beneficial AI. We hosted a two-day technical workshop to look more deeply at how we can create beneficial AGI, and we followed that with a 2.5-day conference, in which people from a broader AI background considered the opportunities and challenges related to the future of AGI and steps we can take today to move toward an even better future.
Prof. Stuart Russell on Artificial Intelligence
Streamed live Sep 7, 2020
In this livestream, I will be joined by UC Berkley professor Stuart Russell to explore the role of artificial intelligence in our world. As one of the world's leading thought leaders on the topic, we will talk about the latest AI innovations, the dangers that come with AI, as well as what this all means for us humans.
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