Cooperative MARL agents solve many benchmarks with brittle conventions that bypass observations and memory, so the field needs tasks that genuinely require grounded, history-based reasoning.
The complexity of decentralized control of markov decision processes
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Remembering the Markov Property in Cooperative MARL
Cooperative MARL agents solve many benchmarks with brittle conventions that bypass observations and memory, so the field needs tasks that genuinely require grounded, history-based reasoning.