IMAGINATION-BASED AGENT NEURAL NETWORKS

• Main Authors: Battaglia, Peter William, Weber, Theophane Guillaume, Vinyals, Oriol, Buesing, Lars, Heess, Nicolas Manfred Otto, Pascanu, Razvan, Reichert, David Paul, Wierstra, Daniel Pieter, Li, Yujia, Racaniere, Sebastien Henri Andre
• Format: Patent
• Language: English
• Published: 25.03.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

A neural network system is proposed to select actions to be performed by an agent interacting with an environment to perform a task in an attempt to achieve a specified result. The system may include a controller to receive state data and context data, and to output action data. The system may also...