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List of works by Pascal Poupart

A Unified Approach for Learning the Parameters of Sum-Product Networks

scientific article published in January 2016

A planning system based on Markov decision processes to guide people with dementia through activities of daily living

scientific article published on April 2006

Automated Hierarchy Discovery for Planning in Partially Observable Environments

scientific article published in January 2007

Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints

scientific article published in January 2011

Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process

scholarly article by Jesse Hoey et al published May 2010 in Computer Vision and Image Understanding

Bounded Finite State Controllers

scientific article published in January 2004

Cost-Sensitive Exploration in Bayesian Reinforcement Learning

scientific article published in January 2012

Deep Homogeneous Mixture Models: Representation, Separation, and Approximation

Diachronic Embedding for Temporal Knowledge Graph Completion

scientific article published on 29 June 2020

Energy Efficient Execution of POMDP Policies

scientific article published on 18 December 2014

Introduction to the Issue on Advances in Spoken Dialogue Systems and Mobile Interface

Learning Agent Representations for Ice Hockey

Learning Dynamic Belief Graphs to Generalize on Text-Based Games

scientific article published in November 2020

Measuring life space in older adults with mild-to-moderate Alzheimer's disease using mobile phone GPS.

scientific article published on 12 December 2013

Monte-Carlo Tree Search for Constrained POMDPs

article by Jongmin Lee et al published 2018 in Advances in Neural Information Processing Systems 31

Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics

scientific article published in January 2016

Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks

Symbolic Dynamic Programming for Continuous State and Observation POMDPs

scientific article published in January 2012

Towards a mobility diagnostic tool: tracking rollator users' leg pose with a monocular vision system.

scientific article published in January 2009

Transparent muscle characterization using quantitative electromyography: different binarization mappings

scientific article published on 18 December 2013

Unsupervised Video Object Segmentation for Deep Reinforcement Learning

scholarly article by Vikash Goel et al published 2018 in Advances in Neural Information Processing Systems 31

Upper limb contributions to frontal plane balance control in rollator-assisted walking

scientific article published in January 2014

VDCBPI: an Approximate Scalable Algorithm for Large POMDPs

scientific article published in January 2005

Value-Directed Compression of POMDPs

scientific article published in January 2003