04:00
2026-08-13
machinebrief.com
machine-learning
Is Per-Agent Policy Composition Safe? Rethinking Successor-Feature Transfer in Cooperative Multi-Agent Reinforcement Learning
A new study from arXiv (2608.11658v1) proves that independent per-agent policy composition in cooperative multi-agent reinforcement learning can produce joint behavior strictly worse than every policy…