We present a heuristic search algorithm for solving first-order Markov Decision Processes (FOMDPs). Our approach combines first-order state abstraction that avoids evaluating stat...
Abstract. This pearl examines how to verify functional programs written using the state monad. It uses Coq’s Program framework to provide strong specifications for the standard ...
Abstract. Collaboration diagrams as described in the official UML documents specify patterns of system structure and interaction. In this paper, we propose their use for specifying...
tigate the use of temporally abstract actions, or macro-actions, in the solution of Markov decision processes. Unlike current models that combine both primitive actions and macro-...
Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kae...
e Abstractions for Parameterized Systems JOXAN JAFFAR and ANDREW E. SANTOSA Department of Computer Science, National University of Singapore Singapore 117590 {joxan,andrews}comp.nu...