Sampling-based algorithms for optimal motion planning using closed-loop prediction

O Arslan, K Berntorp, P Tsiotras - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
Motion planning under differential constraints is one of the canonical problems in robotics.
State-of-the-art methods evolve around kinodynamic variants of popular sampling-based …

Incremental sampling-based motion planners using policy iteration methods

O Arslan, P Tsiotras - 2016 IEEE 55th Conference on Decision …, 2016 - ieeexplore.ieee.org
Recent progress in randomized motion planning has led to the development of a new class
of sampling-based algorithms that provide asymptotic optimality guarantees, almost surely …