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List of works by Stuart J. Russell

A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences

scientific article published in January 2003

Algorithm selection by rational metareasoning as a model of human strategy selection

scientific article published in January 2014

Artificial Intelligence: A Modern Approach

book by Stuart J. Russell and Peter Norvig

Artificial intelligence. Fears of an AI pioneer.

scientific article published in July 2015

Artificial intelligence: The future is superintelligent

scientific article published on August 2017

Cooperative Inverse Reinforcement Learning

scientific article published in January 2016

Distance Metric Learning with Application to Clustering with Side-Information

scientific article published in January 2003

Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design

scientific article published in November 2020

Gaussian Process Random Fields

Global seismic monitoring as probabilistic inference

Human Compatible

2019 book by Stuart J. Russell

Identity Uncertainty and Citation Matching

scientific article published in January 2003

Inverse Reward Design

scientific article published in January 2017

Learning Plannable Representations with Causal InfoGAN

Meta-Learning MCMC Proposals

Multilinear Dynamical Systems for Tensor Time Series

article published in 2013

Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making

scholarly article by Nishant Desai et al published 2018 in Advances in Neural Information Processing Systems 31

Probabilistic detection of short events, with application to critical care monitoring

Probabilistic model-based approach for heart beat detection

scientific article published on 2 August 2016

Programmable Reinforcement Learning Agents

scholarly article by David Andre & Stuart J. Russell published 2001 in Advances in Neural Information Processing Systems 13

Reinforcement Learning with Hierarchies of Machines

scientific article published in January 1998

Robotics: Ethics of artificial intelligence.

scientific article

SLIP: Learning to predict in unknown dynamical systems with long-term memory

scientific article published in November 2020

Should We Fear Supersmart Robots?

scientific article published in May 2016

The MAGICAL Benchmark for Robust Imitation