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SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control

Traffic signal control is safety-critical for our daily life. Roughly one-quarter of road accidents in the U.S. happen at intersections due to problematic signal timing, urging the development of safety-oriented intersection control. However, …

Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion

Successful predictive models for financial applications often require harnessing complementary information from multiple datasets. Incorporating data from different sources into a single model can be challenging as they vary in structure, dimensions, …

Attention Based Dynamic Graph Learning Framework for Asset Pricing

Fair Peer-to-Peer Content Delivery via Blockchain

In comparison with conventional content delivery networks, peer-to-peer (p2p) content delivery is promising to save cost and handle high peak-demand, and can also complement the decentralized storage networks such as Filecoin. However, reliable p2p …