3 citations · 6 across the 2 of their papers we have counts for
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cs.LG2021
Evolutionary Generative Adversarial Networks with Crossover Based Knowledge Distillation
Junjie Li, Junwei Zhang, Xiaoyu Gong +1
Generative Adversarial Networks (GAN) is an adversarial model, and it has been demonstrated to be effective for various generative tasks. However, GAN and its variants also suffer…
cs.LG2020★ 3 cited
Proximal Policy Optimization via Enhanced Exploration Efficiency
Junwei Zhang, Zhenghao Zhang, Shuai Han +1
Proximal policy optimization (PPO) algorithm is a deep reinforcement learning algorithm with outstanding performance, especially in continuous control tasks. But the performance of…
cs.LG2019★ 3 cited
Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning
Shuai Lü, Shuai Han, Wenbo Zhou +1
Reinforcement learning, evolutionary algorithms and imitation learning are three principal methods to deal with continuous control tasks. Reinforcement learning is sample efficient…