Thesis Title: Adaptive Demand and Resource Management in On-Demand Delivery Platforms with Multi-Agent Reinforcement Learning

Current Position: Samsung SDS

Website: www.j1choi.info/ 

Thesis Title: Approximation methodology of Shapley values and generalization of values toward egalitarian approaches to Shapley values 

Current Position: Postdoctoral Researcher at Czech Technical University in Prague (ČVUT)

Website: https://sites.google.com/view/hyungkyucheon/home 

Thesis Title: Three Operational Problems of the Platform for managing the Distributed Energy Resources

Current Position: Samsung Electronics

Website: -

Thesis Title: Reinforcement Learning for constrained optimization problems in industrial systems

Current Position: Hanbat National University

Website: https://sites.google.com/view/hyungjun-park 

Thesis Title: Energy system planning with risk consideration based on the chance-constrained programming model

Current Position: Samsung SDS

Website: -

Thesis Title: Optimal Bidding Strategies for Virtual Power Plants in the Jeju Electricity Market with Negative Prices

Current Position: Doosan Enerbility

Website: -

Thesis Title: Traffic Signal Optimzation Based on Traffic Volume Prediction Models Using Autonomous Vehicle Data: A Simulation-Based Evaluation

Current Position: TBD

Website: -

Thesis Title: Deep Learning-Based Prediction Model for Electricity Curtailment in the Jeju Power Market

Current Position: TBD

Website: 

Thesis Title: Rider Scheduling in Last-Mile Food Delivery: Incorporating the Fluctuating Demand and Show-Up Rate Dynamics

Current Position: Ph.D. program (POSTECH)

Website: -

Thesis Title: Short-term Traffic Flow Prediction on Autonomous and Human-driving Vehicles mixed circumstances with Deep Learning

Current Position: Bitsensing(startup)

Website: -

Thesis Title: Compatibility Learning for Recommendation between Accessory and Clothing with Siamese Architecture

Current Position: TBD

Website: -

Thesis Title: GA 클러스터링 방법론을 활용한 분산 에너지 자원 그룹화

Current Position: TBD

Website: -

Thesis Title: Approach to Inductive Link Prediction in Graph Neural Network based Visual Compatibility Learning

Current Position: Lotte Card

Website: -

Thesis Title: Detecting Marine Traffic Congestion based on AIS data

Current Position: LG Electronics

Website: -

Thesis Title: Metamodeling for stochastic simulation using GAN architecture

Current Position: Shinhan Card

Website: -

Thesis Title: Dynamic OHT routing using distance approximation based on deep neural network

Current Position: Yanolja (NOL)

Website: -

Thesis Title: Pattern-Based Approach for Short-Term Load Forecasting

Current Position: LG Electronics

Website: -