121 citations · 180 across the 8 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.AI2019★ 25 cited
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
Deheng Ye, Zhao Liu, Mingfei Sun +15
We study the reinforcement learning problem of complex action control in the Multi-player Online Battle Arena (MOBA) 1v1 games. This problem involves far more complicated state and…
cs.LG2019
Alternating Synthetic and Real Gradients for Neural Language Modeling
Fangxin Shang, Hao Zhang
Training recurrent neural networks (RNNs) with backpropagation through time (BPTT) has known drawbacks such as being difficult to capture longterm dependencies in sequences. Succes…
physics.geo-ph2019★ 121 cited
Can learning from natural image denoising be used for seismic data interpolation?
Hao Zhang, Xiuyan Yang, Jianwei Ma
We propose a convolutional neural network (CNN) denoising based method for seismic data interpolation. It provides a simple and efficient way to break though the lack problem of ge…