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cs.AI2017★ 2 cited
A method for the online construction of the set of states of a Markov Decision Process using Answer Set Programming
Leonardo A. Ferreira, Reinaldo A. C. Bianchi, Paulo E. Santos +1
Non-stationary domains, that change in unpredicted ways, are a challenge for agents searching for optimal policies in sequential decision-making problems. This paper presents a com…
cs.AI2017
Answer Set Programming for Non-Stationary Markov Decision Processes
Leonardo A. Ferreira, Reinaldo A. C. Bianchi, Paulo E. Santos +1
Non-stationary domains, where unforeseen changes happen, present a challenge for agents to find an optimal policy for a sequential decision making problem. This work investigates a…