On the Rate of Convergence and Error Bounds for LSTD(\(\lambda\))

Manel Tagorti, Bruno Scherrer

Abstract: We consider LSTD(λ), the least-squares temporal-difference algorithm with eligibility traces algorithm proposed by Boyan (2002). It computes a linear approximation of the value function of a fixed ...