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Trends in Transfer Learning on Reinforcement Learning for Mobility Control
- Lee, Sungjoon;
- Park, Soohyun;
- Kim, Joongheon
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1초록
This paper provides an in-depth analysis of recent trends and advancements in applying Transfer Learning (TL) techniques to RL for vehicle control. We particularly focus on applications in autonomous driving and unmanned systems. The integration of TL with RL has demonstrated significant potential in overcoming key challenges such as Sim2Real transfer, multi-agent collaboration, and scalability in real-time applications.
- 제목
- Trends in Transfer Learning on Reinforcement Learning for Mobility Control
- 저자
- Lee, Sungjoon; Park, Soohyun; Kim, Joongheon
- 발행일
- 2025-01
- 유형
- Conference paper
- 저널명
- International Conference on ICT Convergence
- 페이지
- 1282 ~ 1285