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Adaptive Optimal Trajectory Tracking Control Applied to a Large-Scale Ball-on-Plate System
Florian Köpf, Sean Kille, Jairo Inga +1
While many theoretical works concerning Adaptive Dynamic Programming (ADP) have been proposed, application results are scarce. Therefore, we design an ADP-based optimal trajectory…
Multi-Robot Task Allocation and Scheduling Considering Cooperative Tasks and Precedence Constraints
Esther Bischoff, Fabian Meyer, Jairo Inga +1
In order to fully exploit the advantages inherent to cooperating heterogeneous multi-robot teams, sophisticated coordination algorithms are essential. Time-extended multi-robot tas…
Inverse Dynamic Games Based on Maximum Entropy Inverse Reinforcement Learning
Jairo Inga, Esther Bischoff, Florian Köpf +1
We consider the inverse problem of dynamic games, where cost function parameters are sought which explain observed behavior of interacting players. Maximum entropy inverse reinforc…