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12/18/2021
Exploiting Expert-guided Symmetry Detection in Markov Decision Processes
Offline estimation of the dynamical model of a Markov Decision Process (...
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11/19/2021
Expert-Guided Symmetry Detection in Markov Decision Processes
Learning a Markov Decision Process (MDP) from a fixed batch of trajector...
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05/27/2021
Exploitation vs Caution: Risk-sensitive Policies for Offline Learning
Offline model learning for planning is a branch of machine learning that...
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10/05/2020
Offline Learning for Planning: A Summary
The training of autonomous agents often requires expensive and unsafe tr...
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One Class Splitting Criteria for Random Forests
Random Forests (RFs) are strong machine learning tools for classificatio...
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