Abstract: Optimization methods for long-horizon, dynamically feasible motion planning in robotics tackle challenging nonconvex and discontinuous optimization problems. Traditional methods often falter ...

Abstract: This paper proposes an adaptive dynamic programming (ADP) algorithm based on multidimensional gradient descent, which mainly solves the problem of pursuit-evasion games with complex ...