Finite-Sample Bounds for Adaptive Inverse Reinforcement Learning using Passive Langevin Dynamics

Luke Snow, Vikram Krishnamurthy

This paper provides a finite-sample analysis of a passive stochastic gradient Langevin dynamics (PSGLD) algorithm. This algorithm is designed to achieve adaptive inverse reinforcem…