Monte Carlo Tree Search: Long-term versus short-term planning

In this paper we investigate the use of Monte Carlo Tree Search (MCTS) on the Physical Travelling Salesman Problem (PTSP), a real-time game where the player navigates a ship across a map full of obstacles in order to visit a series of waypoints as quickly as possible. In particular, we assess the al...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Perez, D., Rohlfshagen, P., Lucas, S. M.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Games Marine vehicles Monte Carlo methods Navigation Planning Real-time systems
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