881 citations · 1.1k across the 3 of their papers we have counts for
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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…
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…
Reasoning about soft constraints and conditional preferences: complexity results and approximation techniques
Carmel Domshlak, Francesca Rossi, Kristen Brent Venable +1
Many real life optimization problems contain both hard and soft constraints, as well as qualitative conditional preferences. However, there is no single formalism to specify all th…