1 code implementation • 9 Oct 2023 • Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong
While one-dimensional convolutional neural networks (1D-CNNs) have been empirically proven effective in time series classification tasks, we find that there remain undesirable outcomes that could arise in their application, motivating us to further investigate and understand their underlying mechanisms.
no code implementations • 8 Oct 2023 • Lang Feng, Dong Xing, Junru Zhang, Gang Pan
Existing multi-agent PPO algorithms lack compatibility with different types of parameter sharing when extending the theoretical guarantee of PPO to cooperative multi-agent reinforcement learning (MARL).