2 papers
cs.AI2026
Learning to Report Unsafe Tasks in a Multi-Agent Game
Avyay M. Casheekar, Hariganesh Tangirala
When a team of agents shares a reward for completed tasks, reporting and stopping unsafe work reduces the team's reward. Random audits that penalize silence can make universal repo…
cs.AI2026
When Is an Agent Evaluation Over? Outcome Finality and Cross-Unit Separation
Avyay M. Casheekar, Hariganesh Tangirala
Agent evaluations commonly score the state observed when a run stops and count the run as one trial. Interpreting that score as a final result from a separate trial requires outcom…