881 citations · 1.7k across the 23 of their papers we have counts for
5 papers · 1 filter
On Graphical Modeling of Preference and Importance
R. I. Brafman, C. Domshlak, S. E. Shimony
In recent years, CP-nets have emerged as a useful tool for supporting preference elicitation, reasoning, and representation. CP-nets capture and support reasoning with qualitative…
CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements
C. Boutilier, R. I. Brafman, C. Domshlak +2
Information about user preferences plays a key role in automated decision making. In many domains it is desirable to assess such preferences in a qualitative rather than quantitati…
Learning to Coordinate Efficiently: A Model-based Approach
R. I. Brafman, M. Tennenholtz
In common-interest stochastic games all players receive an identical payoff. Players participating in such games must learn to coordinate with each other in order to receive the hi…
Structure and Complexity in Planning with Unary Operators
R. I. Brafman, C. Domshlak
Unary operator domains -- i.e., domains in which operators have a single effect -- arise naturally in many control problems. In its most general form, the problem of STRIPS plannin…
Partial-Order Planning with Concurrent Interacting Actions
C. Boutilier, R. I. Brafman
In order to generate plans for agents with multiple actuators, agent teams, or distributed controllers, we must be able to represent and plan using concurrent actions with interact…