In addition to Chatterjee and Bhattacharya , authors of the AAAI workshop paper include Mahantesh Halappanavar of PNNL and Ashutosh Dutta , a former PNNL scientist .
Good decisions get a positive reward DRL is a powerful decision-making tool that combines reinforcement learning and deep learning to excel in complex environments that require a series of decisions . Positive rewards are given to reinforce good decisions that lead to desirable outcomes , while negative costs discourage bad choices that result in unfavourable results .
“ Our algorithms operate in a competitive environment — a contest with an adversary intent on breaching the system ; It ’ s a multistage attack ”
SAMRAT CHATTERJEE CHIEF DATA SCIENTIST , PACIFIC NORTHWEST NATIONAL LABORATORY
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