2 papers
math.OC2025
Adaptive Inverse Reinforcement Learning with Online Off-Policy Data Collection
Yibei Li, Yuexin Cao, Zhixin Liu +1
In this paper, the inverse reinforcement learning (IRL) problem is addressed to reconstruct the unknown cost function underlying an observed optimal policy in a model-free manner,…
math.OC2025
Inverse Continuous-Time Linear Quadratic Regulator: From Control Cost Matrix to Entire Cost Reconstruction
Yuexin Cao, Yibei Li, Zhuo Zou +1
This paper studies the inverse optimal control problem for continuous-time linear quadratic regulators over finite-time horizon, aiming to reconstruct the control, state, and termi…