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Segment reward feedback can drastically reduce RL regret under binary feedback by increasing segment granularity, a benefit surprisingly absent with sum feedback.
LLM caching can be rigorously optimized in continuous query spaces, enabling better performance and lower overhead than discrete methods.
MQED-QD offers a unified, open-source workflow for simulating exciton dynamics in complex nanophotonic environments, enabling the rational design of nanoscale architectures.