4 citations · 6 across the 3 of their papers we have counts for
3 papers · 1 filter
Heuristics, Answer Set Programming and Markov Decision Process for Solving a Set of Spatial Puzzles
Thiago Freitas dos Santos, Paulo E. Santos, Leonardo A. Ferreira +2
Spatial puzzles composed of rigid objects, flexible strings and holes offer interesting domains for reasoning about spatial entities that are common in the human daily-life's activ…
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…
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…