Nando de Freitas

An Introduction to MCMC for Machine Learning

Christophe Andrieu, Nando de Freitas, Arnaud Doucet et al. · Machine Learning · 2003 · 2.4K citations · Full text

Computing, Computer Science, Mathematics +12

A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning

Eric Brochu, Vlad M. Cora, Nando de Freitas · arXiv (Cornell University) · 2010 · 2.2K citations · Full text

Business, Decision Sciences, Decision Theory +15

Dueling Network Architectures for Deep Reinforcement Learning

Ziyu Wang, Tom Schaul, Matteo Hessel et al. · arXiv (Cornell University) · 2015 · 1.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

The Unscented Particle Filter

Rudolph van der Merwe, Arnaud Doucet, Nando de Freitas et al. · 2000 · 1.4K citations

Computing, Computer Science, Bayesian Data Analysis +15

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

Jakob Foerster, Yannis Assael, Nando de Freitas et al. · arXiv (Cornell University) · 2016 · 870 citations · Full text

Computing, Communication, Computer Science +16