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Bi-objective Lexicographic Optimization in Markov Decision Processes with Related Objectives.
Damien Busatto-Gaston
Debraj Chakraborty
Anirban Majumdar
Sayan Mukherjee
Guillermo A. Pérez
Jean-François Raskin
Published in:
ATVA (1) (2023)
Keyphrases
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markov decision processes
bi objective
multiple objectives
multi objective
state space
multi objective evolutionary algorithms
reinforcement learning
finite state
optimal policy
dynamic programming
transition matrices
multi objective optimization
policy iteration
global optimization
optimization algorithm
average reward
finite horizon
decision theoretic planning
model based reinforcement learning
action space
planning under uncertainty
infinite horizon
knapsack problem
average cost
action sets
pareto optimal
combinatorial optimization
neural network
efficient solutions
shortest path problem
evolutionary algorithm
optimization problems
partially observable
long run