2 papers
cs.LG2026
Personalized Federated Learning with Bidirectional Communication Compression via One-Bit Random Sketching
Jiacheng Cheng, Xu Zhang, Guanghui Qiu +3
Federated Learning (FL) enables collaborative training across decentralized data, but faces key challenges of bidirectional communication overhead and client-side data heterogeneit…
cs.LG2024
CIM-PPO:Proximal Policy Optimization with Liu-Correntropy Induced Metric
Yunxiao Guo, Han Long, Xiaojun Duan +3
As a popular Deep Reinforcement Learning (DRL) algorithm, Proximal Policy Optimization (PPO) has demonstrated remarkable efficacy in numerous complex tasks. According to the penalt…