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List of works by Craig Edgar Boutilier

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

scientific article published on April 2006

APRICODD: Approximate Policy Construction Using Decision Diagrams ⬇️

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

Building Human Values into Recommender Systems: An Interdisciplinary Synthesis

scientific article published on 13 November 2023

Data center cooling using model-predictive control ⬇️

Differentiable Meta-Learning of Bandit Policies ⬇️

scientific article published in November 2020

Discovering Personalized Semantics for Soft Attributes in Recommender Systems Using Concept Activation Vectors

scientific article published on 16 April 2024

Latent Bandits Revisited ⬇️

scientific article published in November 2020

Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies

scientific article published on 11 July 2024

Non-delusional Q-learning and value-iteration ⬇️

Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets ⬇️

Preference-Based Constrained Optimization with CP-Nets

article by Craig Boutilier et al published May 2004 in Computational Intelligence

Robust Winners and Winner Determination Policies under Candidate Uncertainty

scientific article published on 23 June 2022

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

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