Kont: Computing Tradeoffs in Normative Multiagent Systems

Authors: Ozgur Kafali, Nirav Ajmeri, Munindar Singh

AAAI 2017 | Conference PDF | Archive PDF | Plain Text | LLM Run Details

Reproducibility Variable Result LLM Response
Research Type Experimental We further quantify liveness and safety using heuristic metrics for an emergency healthcare application. We show that the results of the application corroborate our theoretical development. We adopt ECLi PSe, a constraint logic programming framework (Apt and Wallace 2007), to perform experiments on an emergency healthcare setting.
Researcher Affiliation Academia Ozg ur Kafalı, Nirav Ajmeri, and Munindar P. Singh Department of Computer Science North Carolina State University Raleigh, NC 27695-8206, USA Email: {rkafali,najmeri,singh}@ncsu.edu
Pseudocode No The paper does not contain any structured pseudocode or clearly labeled algorithm blocks.
Open Source Code Yes 1See complete implementation at https://research.csc.ncsu.edu/ mas/code/security/kontes-clp/.
Open Datasets No We generate integer costs for surgical procedures, and propose heuristic metrics to measure liveness and safety for two n MASs: NS corresponds to a Suboptimal specification and NE corresponds to an Enhanced specification as shown in Figure 1 (see prototype implementation for more details on these two specifications). The paper does not provide concrete access information for a publicly available or open dataset.
Dataset Splits No The paper discusses evaluating n MASs in different operational modes (regular practice, medical emergency, server failure) but does not provide specific dataset split information (percentages, sample counts, or predefined splits) for training, validation, or testing.
Hardware Specification No The paper mentions using 'ECLi PSe, a constraint logic programming framework' for experiments but does not provide any specific hardware details such as CPU or GPU models, or memory specifications.
Software Dependencies No The paper mentions using 'ECLi PSe, a constraint logic programming framework (Apt and Wallace 2007)' but does not provide a specific version number for the software.
Experiment Setup No The paper describes the conceptual setup of the normative multiagent systems (NS and NE) and the heuristic metrics used but does not provide specific experimental setup details such as hyperparameter values, training configurations, or system-level settings.