Real-Time Optimistic Planning for the Control of Nonlinear Systems

Optimistic Planning is a model-based online planning algorithm that guarantees near-optimal actions for the control arbitrarily nonlinear systems. Planning algorithms aim to find optimal actions by starting from the current state and developing a tree representation of sequences of actions and resulting states, using a model to simulate state...