390 citations · 1k across the 5 of their papers we have counts for
5 papers
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II
Xiangjun Wang, Junxiao Song, Penghui Qi +9
AlphaStar, the AI that reaches GrandMaster level in StarCraft II, is a remarkable milestone demonstrating what deep reinforcement learning can achieve in complex Real-Time Strategy…
Sequence Set Design With Good Correlation Properties via Majorization-Minimization
Junxiao Song, Prabhu Babu, Daniel P. Palomar
Sets of sequences with good correlation properties are desired in many active sensing and communication systems, e.g., multiple-input-multiple-output (MIMO) radar systems and code-…
Sequence Design to Minimize the Weighted Integrated and Peak Sidelobe Levels
Junxiao Song, Prabhu Babu, Daniel P. Palomar
Sequences with low aperiodic autocorrelation sidelobes are well known to have extensive applications in active sensing and communication systems. In this paper, we consider the pro…
Optimization Methods for Designing Sequences with Low Autocorrelation Sidelobes
Junxiao Song, Prabhu Babu, Daniel P. Palomar
Unimodular sequences with low autocorrelations are desired in many applications, especially in the area of radar and code-division multiple access (CDMA). In this paper, we propose…
Sparse Generalized Eigenvalue Problem via Smooth Optimization
Junxiao Song, Prabhu Babu, Daniel P. Palomar
In this paper, we consider an -norm penalized formulation of the generalized eigenvalue problem (GEP), aimed at extracting the leading sparse generalized eigenvector of a…