Value-Based Rationales Improve Social Experience: A Multiagent Simulation Study
<|reference_start|>Value-Based Rationales Improve Social Experience: A Multiagent Simulation Study: We propose Exanna, a framework to realize agents that incorporate values in decision making. An Exannaagent considers the values of itself and others when providing rationales for its actions and evaluating the rationales provided by others. Via multiagent simulation, we demonstrate that considering values in decision making and producing rationales, especially for norm-deviating actions, leads to (1) higher conflict resolution, (2) better social experience, (3) higher privacy, and (4) higher flexibility.<|reference_end|>
@article{tzeng2024value-based,
    title={Value-Based Rationales Improve Social Experience: A Multiagent
  Simulation Study},
    author={Sz-Ting Tzeng, Nirav Ajmeri, Munindar P. Singh},
    journal={arXiv preprint arXiv:2408.02117},
    year={2024},
    archivePrefix={arXiv},
    eprint={2408.02117},
    primaryClass={cs.MA cs.AI cs.LG}
}