11 citations · 23 across the 13 of their papers we have counts for
4 papers · 1 filter
Adversarial Course-of-Action Generation: Game-Theoretic Multi-Agent Algorithms for COA matching & COA generation
Natan Vidra, Alina Kapanova, Arun Kanhai +1
Course-of-action (COA) generation is a distributed planning problem: a system must propose structured candidate actions, evaluate them against an adversarial response, and surface…
Beyond Pass@k: Measuring Reliability and Security of Agentic Code Generation
Jiajun Jiang, Sharon Zheng, Natan Vidra +1
AI coding agent benchmarks rank agents with the Chen et al. (2021) pass@k estimator, but current implementations misapply it: they set n to the number of unit tests in a single sub…
OrchestraBench: Evaluating Multi-Agent Orchestration Failure Modes, Recovery, and Decomposition Quality
Yidian Chen, Yingzi Gu, Natan Vidra +2
Multi-agent orchestration frameworks are moving from demos to production, yet benchmarks typically report task accuracy without diagnosing why a pipeline failed, where a cascade be…
Posture and Sustainment Optimization Under Adversarial Uncertainty
Amelie Norris, Alyssa Lee, Natan Vidra +1
Pre-commitment posture, the assignment of military assets to theater locations before conflict scenarios resolve, is a critical and formally unsolved problem in joint operational p…