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Unranking Small Combinations of a Large Set in Co-Lexicographic Order [PDF]

open access: gold, 2022
Vladimir Kruchinin   +3 more
openalex   +1 more source

Thresholded Lexicographic Ordered Multiobjective Reinforcement Learning

open access: yes
Lexicographic multi-objective problems, which impose a lexicographic importance order over the objectives, arise in many real-life scenarios. Existing Reinforcement Learning work directly addressing lexicographic tasks has been scarce. The few proposed approaches were all noted to be heuristics without theoretical guarantees as the Bellman equation is ...
Tercan, Alperen, Prabhu, Vinayak S.
openaire   +2 more sources

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