세미나

Deep Reinforcement Learning for Minimizing Tardiness in Parallel Machine Scheduling With Sequence Dependent Family Setups (2021) 

An End-to-End Deep Reinforcement Learning Approach for Job Shop Scheduling (2022) 

Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach (2023)

Real-Time Decision Making for a Car Manufacturing Process Using Deep Reinforcement Learning (2020)

 Look-Ahead Based Reinforcement Learning for Robotic Flow Shop Scheduling(2023) 

Stochastic Economic Lot Scheduling via SelfAttention Based Deep Reinforcement Learning (2022) 

A Deep Reinforcement Learning Framework Based on an Attention Mechanism and Disjunctive Graph Embedding for the Job-Shop Scheduling Problem (2023)

Lenovo Schedules Laptop Manufacturing Using Deep Reinforcement Learning (2022)

POMO : Policy Optimization with Multiple Optima for Reinforcement Learning (2020)

Robust Optimization for Process Scheduling Under Uncertainty (2008)

The Transformer Network for the Traveling Salesman Problem (2021) &  Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems (2021) 

Reinforcement learning using fully connected, attention, and transformer models in knapsack problem solving (2021)  

Neural Combinatorial Optimization with Reinforcement Learning (2017) 

Attention, Learn to Solve Routing Problems! (2019)  

Neural Machine Translation by Jointly Learning to Align and Translate (2015) 

Decision Transformer : Reinforcement Learning via Sequence Modeling (2021)

Mastering the game of Go with deep neural networks and tree search (2016)

PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model (2022) 

Pointer Networks (2017) 

Matrix Encoding Networks for Neural Combinatorial Optimization (2021) 

Deep Residual Learning for Image Recognition (2015)

Analyzing and Improving the Image Quality of StyleGAN (2020)

Encoding in Style : a StyleGAN Encoder for Image-to-Image Translation (2021)

DCPR-GAN : Dental Crown Prosthesis Restoration Using Two-Stage Generative Adversarial Networks (2022)

A Dual Discriminator Adversarial Learning Approach for Dental Occlusal Surface Reconstruction (2022)

An Image Is Worth 16x16 Words: Transformer for Image Recognition at Scale (2021)