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Publications

At the IDE, research and data-based evidence underlie all that we do. Explore the cutting-edge academic papers, featured in leading publications around the globe.

 

Working Papers General Social Agents

Useful social science theories predict behavior across settings. However, applying a theory to make predictions in new settings is challenging: rarely can it be done without ad hoc modifications to account for setting-specific factors. We argue that AI agents put in simulations of those novel settings offer an alternative for applying theory, requiring minimal or no modifications.

Research Papers Advancing AI negotiations: A large-scale autonomous negotiation competition

Michelle Vaccaro

Michael Caosun

Jared R. Curhan

 

This research reveals that principles from human negotiation theory remain crucial even in AI–AI contexts and that AI-specific technical strategies also create success. The results suggest the need to establish a new theory of AI negotiation that integrates classic negotiation theory with AI-specific negotiation theories to better understand autonomous negotiations and optimize agent performance.