Current Projects

  • Information Theory-Based Reinforcement Learning for Generalized Environments (NRF, 2021.03 - )

  • Development of Core Technologies for Task-Oriented Reinforcement Learning for Commercialization of Autonomous Drones (IITP, 2022.04 - )

  • Development of Artificial Intelligence Technology for Self-Improving Competency-Aware Learning Capabilities (IITP, 2022.04 - )

  • Deep Multi-agent Reinforcement Learning of Markov Games for Distributed Traffic Management in Smart Cities (NRF Korea-Israel Joint Project, 2022.09 - )

  • Center for Applied Research in Artificial Intelligence (ADD, 2019.12 - )

Past Projects

  • Development of Disaster Response Algorithm through Internet Big Data Analysis Based on Artificial Intelligence (NRF, 2019.09 - 2022.09 )

  • Machine Learning-Based Edge Computing Operation Optimization (IITP, 2019.04 - 2021.12)

  • Information Geometry-Based Performance Enhancement for Policy-Based Reinforcement Learning with Large Action Spaces (NRF, 2017.09- 2021.08)

  • Research and Development of Adaptive Machine Learning Algorithms for Autonomous Digital Companion (IITP, 2016.12-2020.12)

  • Pattern Analysis and Anomoly Detection of AMI Smart Meter Data Based on Machine Learning Algorithms (KEPCO, 2016.05-2016.11)

  • 5G Open Reference Model : Link Level Simulation (IITP, 2016.08- 2019.02)

  • 5G Giga Korea Project (ETRI, 2014.07 - 2018.04)

  • Development of Fundamental Technologies for User-Centric 5G Mobile Personal Cells (ETRI, 2013.04-2016.02)

  • Can Modern Communication/Network Theories Inspire Brain Reverse Engineering and Vice Versa? (KAIST, 2011.06-2012.12)

  • Development of Adaptive Beam Multiple Access Technology without Interference Based on Antenna Node Grouping (KCC, 2011.03-2016.02)

  • Research on Interference Problem for Future Wireless Networks for Smartphone Era (NRF, 2010.09-2016.10)

  • Distributed Inference in Wireless Sensor Networks: Inference Machines on Network Graphs (KRF, 2009.01-2009.12, Global Research Nework Project. Collaboration with Princeton University)

  • 5G Mobile Communication Systems Based on Beam Division Multiple Access and Relays with Group Cooperation (KCC, 2008.03-2013.02)

  • Next Generation Tactical Information Communication Network (ETRI, 2008.03-2010.02)

  • KAIST B4G System Core Technologies and Simulator Development (Samsung Electronics, 2007.05-2011.07)

  • An Integrative Design Approach to Wireless and Sensor Networks (KAIST, 2007.02-2009.12)