4 papers
Rethinking How AI Embeds and Adapts to Human Values: Challenges and Opportunities
Sz-Ting Tzeng, Frank Dignum
The concepts of ``human-centered AI'' and ``value-based decision'' have gained significant attention in both research and industry. However, many critical aspects remain underexplo…
Value-Based Rationales Improve Social Experience: A Multiagent Simulation Study
Sz-Ting Tzeng, Nirav Ajmeri, Munindar P. Singh
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…
Norm Enforcement with a Soft Touch: Faster Emergence, Happier Agents
Sz-Ting Tzeng, Nirav Ajmeri, Munindar P. Singh
A multiagent system is a society of autonomous agents whose interactions can be regulated via social norms. In general, the norms of a society are not hardcoded but emerge from the…
Noe: Norms Emergence and Robustness Based on Emotions in Multiagent Systems
Sz-Ting Tzeng, Nirav Ajmeri, Munindar P. Singh
Social norms characterize collective and acceptable group conducts in human society. Furthermore, some social norms emerge from interactions of agents or humans. To achieve agent a…