Taeyoung Kim

Recovering Software Product Line Architecture of Product Variants Developed with the Clone-and-Own Approach

2020

Software products developed with the clone-and-own approach pose difficulties in maintenance. Migrating to software product line can solve this problem. This paper proposes an approach to recover software product line architecture (PLA) from a family …

Two-stage training algorithm for AI robot soccer

2021 · arXiv (Cornell University)

In multi-agent reinforcement learning, the cooperative learning behavior of agents is very important. In the field of heterogeneous multi-agent reinforcement learning, cooperative behavior among different types of agents in a group is pursued. Learning a …

Enhanced Transformer Architecture for Natural Language Processing

2023 · arXiv (Cornell University)

Transformer is a state-of-the-art model in the field of natural language processing (NLP). Current NLP models primarily increase the number of transformers to improve processing performance. However, this technique requires a lot of training resources …