Incremental Policy Iteration for Unknown Nonlinear Systems with Stability and Performance Guarantees

Qingkai Meng, Fenglan Wang, Lin Zhao

This paper proposes a general incremental policy iteration adaptive dynamic programming (ADP) algorithm for model-free robust optimal control of unknown nonlinear systems. The appr…