A Concentration Bound for LSPE()
arXiv:2111.02644
Abstract
The popular LSPE() algorithm for policy evaluation is revisited to derive a concentration bound that gives high probability performance guarantees from some time on.
17 pages, accepted for publication in Systems and Control Letters