TRAINING ACTION SELECTION NEURAL NETWORKS USING Q-LEARNING COMBINED WITH LOOK AHEAD SEARCH

A reinforcement learning system and method that selects actions to be performed by an agent interacting with an environment. The system uses a combination of reinforcement learning and a look ahead search: Reinforcement learning Q-values are used to guide the look ahead search and the search is used...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Weber, Theophane Guillaume, Battaglia, Peter William, Buesing, Lars, Pfaff, Tobias, Hamrick, Jessica Blake Chandler, Sanchez, Alvaro, Bapst, Victor Constant
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS
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