2 citations · 8 across the 6 of their papers we have counts for
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cs.LG2022★ 2 cited
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation
Kang Xu, Yan Ma, Bingsheng Wei +1
While Reinforcement Learning can achieve impressive results for complex tasks, the learned policies are generally prone to fail in downstream tasks with even minor model mismatch o…
cs.NE2022★ 2 cited
Evolutionary Action Selection for Gradient-based Policy Learning
Yan Ma, Tianxing Liu, Bingsheng Wei +3
Evolutionary Algorithms (EAs) and Deep Reinforcement Learning (DRL) have recently been integrated to take the advantage of the both methods for better exploration and exploitation.…