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After receiving recommendations from multiple professors to apply for a Goldwater Scholarship, one of the most prestigious undergraduate STEM awards, Leo Battalora won the award for his coveted research in Temple’s Electrical and Computer Engineering Department.
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Professor Jie Wu, one of his visiting students Sheng Zhang, and Professor Sanglu Lu, both from Nanjing University, P.R. China, were presented with the "Best Paper Runner-Up Award" at IEEE MASS 2012!
https://cis.temple.edu/~jiewu/research/publications/Publication_files/Distributed_Deep_Multi-Agent_Reinforcement_Learning_for_Cooperative_Edge_Caching_in_Internet-of-Vehicles.pdf
This situation may occur because LFU and LRU learn only from one-step past and operate based on simple rules, while RL-based edge caching methods can be derived from the observed historical content demands and concentrate more on the reward that agents can earn rather than users’ requests.