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cs.MA2026
Learning When to Cooperate Under Heterogeneous Goals
Max Taylor-Davies, Neil Bramley, Christopher G. Lucas
A significant element of human cooperative intelligence lies in our ability to identify opportunities for fruitful collaboration; and conversely to recognise when the task at hand…
cs.MA2025
Predicting Multi-Agent Specialization via Task Parallelizability
Elizabeth Mieczkowski, Ruaridh Mon-Williams, Neil Bramley +3
When should we encourage specialization in multi-agent systems versus train generalists that perform the entire task independently? We propose that specialization largely depends o…