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cs.LG2022★ 2 cited
Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States
Chayan Banerjee, Zhiyong Chen, Nasimul Noman
Actor-critic (AC) algorithms are a class of model-free deep reinforcement learning algorithms, which have proven their efficacy in diverse domains, especially in solving continuous…
cs.LG2022
Predictive GAN-powered Multi-Objective Optimization for Hybrid Federated Split Learning
Benshun Yin, Zhiyong Chen, Meixia Tao
As an edge intelligence algorithm for multi-device collaborative training, federated learning (FL) can reduce the communication burden but increase the computing load of wireless d…