icml2008@helsinki.fi

ICML 2008 abstracts paper ID: 111 Preconditioned Temporal Difference Learning Hengshuai Yao and Zhi-Qiang Liu This paper extends many of the recent popular reinforcement learning (RL) algorithms to a generalized framework that includes least-squares temporal difference (LSTD) learning, least-squares policy evaluation (LSPE) and a variant of incremental LSTD (iLSTD). The basis of this extension is