S
Sergio Guadarrama
Researcher at Google
Publications - 71
Citations - 39193
Sergio Guadarrama is an academic researcher from Google. The author has contributed to research in topics: Fuzzy logic & Fuzzy set operations. The author has an hindex of 34, co-authored 68 publications receiving 35677 citations. Previous affiliations of Sergio Guadarrama include Technical University of Madrid & University of California, Berkeley.
Papers
More filters
Proceedings Article
Measuring the Reliability of Reinforcement Learning Algorithms
TL;DR: In this paper, the authors propose a set of metrics that quantitatively measure different aspects of reliability for reinforcement learning (RL) algorithms, including variability and risk, both during training and after learning.
Book ChapterDOI
Computing with Antonyms
TL;DR: This work tries to follow some agreements linguistic seem to have on the semantical concept of antonym, and to model by means of a membership function an antony aP of a predicate P, whose use is known by a given μP.
Posted Content
The Devil is in the Decoder
Zbigniew Wojna,Vittorio Ferrari,Sergio Guadarrama,Nathan Silberman,Liang-Chieh Chen,Alireza Fathi,Jasper Uijlings +6 more
TL;DR: In this article, the authors present an extensive comparison of a variety of decoders for pixel-wise prediction tasks and identify two decoder types which give a consistently high performance.
Proceedings Article
Predictive Information Accelerates Learning in RL
TL;DR: This work trains Soft Actor-Critic agents from pixels with an auxiliary task that learns a compressed representation of the predictive information of the RL environment dynamics using a contrastive version of the Conditional Entropy Bottleneck (CEB) objective.
Proceedings Article
Fuzzy Prolog: A Simple General Implementation Using CLP(R)
TL;DR: The Fuzzy Prolog as mentioned in this paper is an extension of Prolog that allows to handle partial truth as a real value or as an interval on [0, 1] on Borel Algebra.