Sang-Hoon Bae

Deep Neural Networks for traffic flow prediction

Hongsuk Yi, Heejin Jung, Sang-Hoon Bae · 2017 · 96 citations

Deep Neural Networks, Network Flows, Machine Learning +12

Proximal Policy Optimization Through a Deep Reinforcement Learning Framework for Multiple Autonomous Vehicles at a Non-Signalized Intersection

Quang Duy Tran, Sang-Hoon Bae · Applied Sciences · 2020 · 44 citations · Full text

Artificial Intelligence, Engineering, Mixed-autonomy Traffic +17

An Efficiency Enhancing Methodology for Multiple Autonomous Vehicles in an Urban Network Adopting Deep Reinforcement Learning

Quang Duy Tran, Sang-Hoon Bae · Applied Sciences · 2021 · 16 citations · Full text

Artificial Intelligence, Engineering, Deep Reinforcement +17

Improved Responsibility-Sensitive Safety Algorithm through a Partially Observable Markov Decision Process Framework for Automated Driving Behavior at Non-Signalized Intersection

Duy Tran, Sang-Hoon Bae · International Journal of Automotive Technology · 2021 · 14 citations

Engineering, Automated Driving Behavior, Automation +10

ASSESSMENT OF SMARTPHONE-BASED TECHNOLOGY FOR REMOTE ENVIRONMENTAL MONITORING AND ITS DEVELOPMENT

Seongkyu Lee, Jin‐Soo Kim, Cheonggil Jin et al. · Instrumentation Science & Technology · 2012 · 11 citations

Mems Sensor, Environmental Monitoring, Engineering +25