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Table of Abbreviations

Abbreviation Full Name Location
AOLS approximate optimistic linear support Algorithm 5.10, Section 5.5
CCS convex coverage set Definition 3.7, Section 3.2.2
CH convex hull Definition 3.6, Section 3.2.2
CHVI convex hull value iteration Section 4.3.2
CLS Cheng’s linear support Section 5.3
CMOVE multi-objective variable elimination Section 4.2.3
CoG coordination graph Definition 2.4, Section 2.2.1
CS coverage set Definition 3.5, Section 3.2
f scalarization function Definition 1.1, Section 1.1
MDP Markov decision process Definition 2.6, Section 2.3.1
MO-CoG multi-objective coordination graph Definition 2.5, Section 2.2.2
MODP multi-objective decision problem Definition 2.2, Section 2.1
MOMDP multi-objective Markov decision process Definition 2.8, Section 2.3.2
MORL multi-objective reinforcement learning Chapter 6
MOVE multi-objective variable elimination Algorithm 4.5, Section 4.2.3
MOVI multi-objective value iteration Section 4.3.2
OLS optimistic linear support Algorithm 5.8, Section 5.3
OLS-R optimistic linear support with reuse Algorithm 5.11, Section 5.6
PMOVI Pareto multi-objective value iteration Section 4.3.2
PCS Pareto coverage set Definition 3.11, Section 3.2.4
PMOVE Pareto multi-objective variable elimination Section 4.2.3
POMDP partially observable Markov decision process Section 5.2.1
PF Pareto front Definition 3.10, Section 3.2.4
SODP single-objective decision problem Definition 2.1, Section 2.1
U undominated set Definition 3.4, Section 3.2
VE variable elimination Algorithm 4.4, Section 4.2.1
VELS variable elimination linear support Section 5.7
VI value iteration Section 4.3.1
Vπ value vector of a policy π Definition 2.2, Section 2.1
Π a set of allowed policies Definition 2.1, Section 2.1
P Pareto dominance relation Definition 3.3, Section 3.1.2
Multi-Objective Decision Making

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