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Fast optimization of weighted sparse decision trees for use in optimal treatment regimes and optimal policy design.
Ali Behrouz
Mathias Lécuyer
Cynthia Rudin
Mango I. Seltzer
Published in:
CIKM Workshops (2022)
Keyphrases
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optimal policy
decision trees
finite horizon
state dependent
asymptotically optimal
dynamic programming
infinite horizon
reinforcement learning
average cost
long run
decision problems
multistage
state space
optimal strategy
lost sales
stochastic demand
average reward
serial inventory systems
develop a mathematical model
average reward reinforcement learning
bayesian reinforcement learning
periodic review
control policies
markov chain
markov decision process
steady state
expected cost
finite state