04:00
2026-08-03
machinebrief.com
artificial-intelligence
Autonomous Repair for Multi-Agent Systems via Monte-Carlo Tree Search
Researchers propose MARS, a Monte Carlo Tree Search-based framework for automatically repairing multi-agent systems, and introduce StateMAS, a benchmark with 1,310 replayable failure trajectories. On …