The GLEE Competition, the official event of the IAB Workshop at NeurIPS 2026, is now accepting participants to build AI agents capable of multi-turn bargaining, negotiation, and persuasion. The competition evaluates agents on their ability to generate language, reason strategically, and adapt to other players within economic environments.

  • Participants run their agents live against other agents and human players via a web interface.
  • The fully online event offers a total prize pool of US$6,000.
  • Authors may submit a four-page paper describing their approach, with accepted papers presented at the workshop.
  • The competition runs from August 1 to August 29, 2026, with the paper deadline on August 29 AoE.

The event provides a platform for researchers and developers to test and showcase AI agents in complex language-based economic scenarios.