29 citations · 45 across the 2 of their papers we have counts for
2 papers
cs.AI2014★ 16 cited
A Heuristic Search Algorithm for Solving First-Order MDPs
Eldar Karabaev, Olga Skvortsova
We present a heuristic search algorithm for solving first-order MDPs (FOMDPs). Our approach combines first-order state abstraction that avoids evaluating states individually, and h…
cs.AI2011★ 29 cited
FluCaP: A Heuristic Search Planner for First-Order MDPs
S. Hoelldobler, E. Karabaev, O. Skvortsova
We present a heuristic search algorithm for solving first-order Markov Decision Processes (FOMDPs). Our approach combines first-order state abstraction that avoids evaluating state…