38 citations · 39 across the 3 of their papers we have counts for
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cs.NE2022
Multitask Neuroevolution for Reinforcement Learning with Long and Short Episodes
Nick Zhang, Abhishek Gupta, Zefeng Chen +1
Studies have shown evolution strategies (ES) to be a promising approach for reinforcement learning (RL) with deep neural networks. However, the issue of high sample complexity pers…
cs.NE2021★ 1 cited
Half a Dozen Real-World Applications of Evolutionary Multitasking, and More
Abhishek Gupta, Lei Zhou, Yew-Soon Ong +2
Until recently, the potential to transfer evolved skills across distinct optimization problem instances (or tasks) was seldom explored in evolutionary computation. The concept of e…