5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Adaptive Replay Buffer for Offline-to-Online Reinforcement Learning
Chihyeon Song, Jaewoo Lee, Jinkyoo Park
Offline-to-Online Reinforcement Learning (O2O RL) faces a critical dilemma in balancing the use of a fixed offline dataset with newly collected online experiences. Standard methods…
eess.SY2023★ 5 cited
Benchmarking Model Predictive Control Algorithms in Building Optimization Testing Framework (BOPTEST)
Saman Mostafavi, Chihyeon Song, Aayushman Sharma +2
We present a data-driven modeling and control framework for physics-based building emulators. Our approach consists of: (a) Offline training of differentiable surrogate models that…