GPT-5.2 Pro delivers a Lean-verified proof of Erdős Problem 397, marking a shift from pattern-matching AI to autonomous ...
FPMCO decomposes multi-constraint RL into KL-projection sub-problems, achieving higher reward with lower computing than second-order rivals on the new SCIG robotics benchmark.
Multi-edge delivery promised resilience and performance, but complexity held it back. New orchestration models are turning a ...
The study addresses heterogeneous UAV cooperative task assignment under complex constraints via an energy learning ...
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