881 citations · 1.7k across the 23 of their papers we have counts for
4 papers · 2 filters
Distributed Heuristic Forward Search for Multi-Agent Systems
Raz Nissim, Ronen Brafman
This paper describes a number of distributed forward search algorithms for solving multi-agent planning problems. We introduce a distributed formulation of non-optimal forward sear…
Reasoning With Conditional Ceteris Paribus Preference Statem
Craig Boutilier, Ronen I. Brafman, Holger H. Hoos +1
In many domains it is desirable to assess the preferences of users in a qualitative rather than quantitative way. Such representations of qualitative preference orderings form an i…
UCP-Networks: A Directed Graphical Representation of Conditional Utilities
Craig Boutilier, Fahiem Bacchus, Ronen I. Brafman
We propose a new directed graphical representation of utility functions, called UCP-networks, that combines aspects of two existing graphical models: generalized additive models an…
Structured Reachability Analysis for Markov Decision Processes
Craig Boutilier, Ronen I. Brafman, Christopher W. Geib
Recent research in decision theoretic planning has focussed on making the solution of Markov decision processes (MDPs) more feasible. We develop a family of algorithms for structur…