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Authors whose works are in public domain in at least one jurisdiction

List of works by Doina Precup

Automatically suggesting topics for augmenting text documents

scientific article published on 26 October 2010

Bellman Error Based Feature Generation using Random Projections on Sparse Spaces

Completing wikipedia's hyperlink structure through dimensionality reduction

scientific article published on 10 November 2009

Forethought and Hindsight in Credit Assignment

scientific article published in November 2020

Hierarchical probabilistic Gabor and MRF segmentation of brain tumours in MRI volumes

scientific article published on 01 January 2013

Hindsight Credit Assignment

Improved Switching among Temporally Abstract Actions

Learning from Limited Demonstrations

scientific article published in January 2013

Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data

scientific article published in 2016

Off-policy Learning with Options and Recognizers

scientific article published in January 2006

On Efficiency in Hierarchical Reinforcement Learning

scientific article published in November 2020

On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization

scientific article published in January 2012

Reinforcement Learning using Kernel-Based Stochastic Factorization

scientific article published in January 2011

Temporal Regularization for Markov Decision Process

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

scientific article

Time Series Analysis Using Geometric Template Matching

scientific article published on May 29, 2012

Value-driven Hindsight Modelling

scientific article published in November 2020